{"id":"W3210261027","doi":"10.21203/rs.3.rs-927983/v1","title":"Applicability of the Linearized Poisson-Boltzmann Theory to Contact Angle problems and Application to the Carbon Dioxide-Brine-Solid Systems","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Material Dynamics and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cape Breton University","funders":"Cape Breton University","keywords":"Point of zero charge; Surface charge; Thermodynamics; Chemistry; Poisson–Boltzmann equation; Charge density; Electrostatics; Aqueous solution; Physics; Physical chemistry; Ion; Quantum mechanics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006448781,0.0002562244,0.000538072,0.00009246128,0.0002788061,0.0004916292,0.00115763,0.0002100475,0.00003835645],"category_scores_gemma":[0.0006613025,0.0001432091,0.00009832733,0.0003626696,0.0001989865,0.00003862037,0.003338572,0.0005127902,0.00001611757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001589,"about_ca_system_score_gemma":0.0002560678,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009651684,"about_ca_topic_score_gemma":0.0006952594,"domain_scores_codex":[0.9954304,0.001713255,0.0005527394,0.0008224489,0.000977359,0.0005038521],"domain_scores_gemma":[0.996593,0.0003622351,0.0001715309,0.001851485,0.0008384331,0.0001832894],"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":[0.000297222,0.00009562908,0.0005778658,0.003076016,0.00002817507,0.000001274492,0.003107273,0.00668663,0.9829698,0.00229349,0.00004261903,0.0008239723],"study_design_scores_gemma":[0.001671665,0.001552865,0.04088897,0.008432989,0.0001674994,0.00003209691,0.01022206,0.06886426,0.8184465,0.01237947,0.03504547,0.002296131],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880831,0.0008650186,0.001684269,0.001731993,0.000439446,0.006318153,0.0003281031,0.00004544911,0.0005044857],"genre_scores_gemma":[0.9967499,0.00006848838,0.00009161598,0.00004105681,0.0002340346,0.002365953,0.00003054408,0.00003691595,0.0003814982],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1645233,"threshold_uncertainty_score":0.9969431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03224968938235403,"score_gpt":0.3239182599204075,"score_spread":0.2916685705380535,"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."}}