{"id":"W2328197962","doi":"10.1007/s11244-006-0045-2","title":"Preface","year":2006,"lang":"en","type":"article","venue":"Topics in Catalysis","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Concordia University; Université Laval; Université du Québec à Montréal; Polytechnique Montréal","funders":"","keywords":"Philosophy","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":[0.001315248,0.001007568,0.0006963166,0.003371328,0.00213573,0.002797133,0.001269007,0.000903362,0.4084262],"category_scores_gemma":[0.009320918,0.0002495426,0.0006562456,0.002127335,0.0004443698,0.002143241,0.001807152,0.002644378,0.2731495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001682333,"about_ca_system_score_gemma":0.001711918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003675843,"about_ca_topic_score_gemma":0.00484699,"domain_scores_codex":[0.9993622,0.00008528624,0.00003665748,0.00009678004,0.0003609716,0.00005810932],"domain_scores_gemma":[0.9954464,0.0006281342,0.0001611457,0.0004567542,0.00265709,0.0006504919],"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":[0.00002903116,0.00001878842,0.00006365526,0.00007961402,0.000001847506,0.00002761842,0.00002728932,0.00005272478,0.0001312324,0.003501651,0.9598589,0.03620769],"study_design_scores_gemma":[0.000004256344,0.0000105727,0.0002124748,0.00006901297,0.000001958487,0.00002639669,0.00003161597,0.00003281214,0.000140068,0.002515019,0.9969518,0.000003973964],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.001389802,0.01370317,0.01132341,0.02691015,0.3429214,0.0006759175,0.01364346,0.002060508,0.5873721],"genre_scores_gemma":[0.004912365,0.005121502,0.002933241,0.004914979,0.03484461,0.0002572272,0.007911617,0.0008948388,0.9382095],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.4084262,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01158318443814168,"score_gpt":0.2557740650744071,"score_spread":0.2441908806362654,"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."}}