{"id":"W1966495939","doi":"10.1006/jcis.2001.8128","title":"Prediction and Measurement of the Interparticle Depletion Interaction Next to a Flat Wall","year":2002,"lang":"en","type":"article","venue":"Journal of Colloid and Interface Science","topic":"Material Dynamics and Properties","field":"Materials Science","cited_by":31,"is_retracted":false,"has_abstract":false,"ca_institutions":"Syncrude (Canada)","funders":"Syncrude; National Science Foundation","keywords":"Macromolecule; RADIUS; SPHERES; Particle (ecology); Chemical physics; Colloid; Chemistry; Dispersity; Brownian motion; Hard spheres; Particle size; Breakup; Polystyrene; Nanotechnology; Physics; Mechanics; Materials science; Computational chemistry; Physical chemistry; Polymer; Polymer chemistry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000360539,0.0004128357,0.0003442219,0.0005663046,0.0006725762,0.0006931749,0.001002239,0.0007580688,0.0006921847],"category_scores_gemma":[0.0009030694,0.0003802248,0.0002113575,0.0002680158,0.0004313333,0.0007262148,0.0006416169,0.0008281033,0.0002986165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007556047,"about_ca_system_score_gemma":0.0004344178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001666505,"about_ca_topic_score_gemma":0.001347663,"domain_scores_codex":[0.9998437,0.0000152521,0.000004062107,0.0000424547,0.00006155641,0.00003296835],"domain_scores_gemma":[0.9992712,0.0003198189,0.0000608806,0.00008518265,0.0001372087,0.0001256301],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007326885,0.0003815758,0.01238743,0.00007382531,0.00002849883,0.0003647961,0.0001174349,0.02786821,0.9390442,0.003194111,0.0005184571,0.01528876],"study_design_scores_gemma":[0.00002698336,0.0002801554,0.008681724,0.000004115591,0.00001543686,0.00007250939,0.00005077036,0.617481,0.3723857,0.0005258467,0.0004469609,0.00002875411],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9470128,0.0001806582,0.04955379,0.00009507953,0.00004137033,0.00004246501,0.00008403135,0.0004055703,0.002584381],"genre_scores_gemma":[0.9933184,0.00004865039,0.006022078,0.00001286469,0.000004718486,0.0000133259,0.00006032956,0.00001350032,0.0005061058],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001666505,"threshold_uncertainty_score":0.005482376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04115418701169783,"score_gpt":0.2406764413128812,"score_spread":0.1995222543011834,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}