{"id":"W6894116456","doi":"10.5281/zenodo.8120942","title":"Phase relations in porous media","year":2023,"lang":"en","type":"other","venue":"PolyPublie (École Polytechnique de Montréal)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Porous medium; Representation (politics); Porosity; Phase (matter); Relation (database)","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0001528851,0.0004941376,0.0004132968,0.0007066749,0.0005319823,0.001668407,0.0006635499,0.0009024716,0.03471802],"category_scores_gemma":[0.0004738073,0.0005174167,0.0006199763,0.0007239587,0.0004974296,0.001099341,0.00102744,0.0005852866,0.004861644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004105369,"about_ca_system_score_gemma":0.0006676745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005115178,"about_ca_topic_score_gemma":0.006914684,"domain_scores_codex":[0.9999065,0.0000132227,0.000003505557,0.00001704796,0.00004843086,0.00001132021],"domain_scores_gemma":[0.9998798,0.00006082973,0.000009458796,0.00001228893,0.00002086154,0.00001672979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0002286216,0.0001255962,0.001427166,0.001242395,0.00007702706,0.0008884673,0.0008890119,0.3755633,0.07346526,0.2053235,0.1330797,0.2076899],"study_design_scores_gemma":[0.0001308145,0.00004559646,0.001170092,0.0001545215,0.00002972893,0.0005714975,0.0001135181,0.5251837,0.01542949,0.05803158,0.3990479,0.00009157154],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02902054,0.002011975,0.8193032,0.001198369,0.0004747575,0.0001889763,0.01151035,0.01638133,0.1199105],"genre_scores_gemma":[0.3477228,0.004642122,0.5169972,0.000462269,0.0002248312,0.0005150314,0.009383109,0.008103845,0.1119488],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03471802,"threshold_uncertainty_score":0.1161433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01552768001424336,"score_gpt":0.2643455516595543,"score_spread":0.248817871645311,"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."}}