{"id":"W4293151937","doi":"10.1515/9783110668612-202","title":"Preface","year":2022,"lang":"en","type":"book-chapter","venue":"","topic":"Organic and Molecular Conductors Research","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004139841,0.0008174882,0.0005191814,0.001460708,0.001721314,0.002836137,0.0009573902,0.00104521,0.4219895],"category_scores_gemma":[0.00152385,0.0003070564,0.0003990381,0.001244597,0.0005741043,0.002617457,0.001426486,0.002179773,0.2651101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001377027,"about_ca_system_score_gemma":0.001025039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001855485,"about_ca_topic_score_gemma":0.003282732,"domain_scores_codex":[0.9996721,0.00002954799,0.00001594197,0.00006889705,0.000185706,0.00002787728],"domain_scores_gemma":[0.9993398,0.0001097788,0.00002816515,0.00007586669,0.0003236962,0.0001228042],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001503854,0.00002328678,0.00006456168,0.0001208668,0.000001530952,0.00005956443,0.0001502147,0.00007125374,0.0003195257,0.01442636,0.9030825,0.08166528],"study_design_scores_gemma":[7.326337e-7,0.000005158501,0.00006438993,0.00003859291,4.105182e-7,0.00005354494,0.00002717905,0.00001280298,0.00004666439,0.00102877,0.9987204,0.00000137733],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007452689,0.009693465,0.004153006,0.00632997,0.02056326,0.0001695534,0.00219762,0.0008721959,0.9552758],"genre_scores_gemma":[0.002005287,0.003392312,0.001457858,0.00117619,0.002451618,0.00004916495,0.001278891,0.0003266123,0.9878621],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4219895,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03364241304221495,"score_gpt":0.2621429137888453,"score_spread":0.2285005007466304,"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."}}