{"id":"W4312317658","doi":"10.2307/j.ctv1smjspc.6","title":"INTRODUCTORY","year":2009,"lang":"en","type":"book-chapter","venue":"Man and Nature","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002266339,0.001012359,0.000489358,0.001411486,0.001370387,0.00205317,0.001041196,0.001127218,0.4291813],"category_scores_gemma":[0.0008486414,0.0003240213,0.0004340473,0.001084532,0.0006011649,0.002337917,0.001240442,0.001923396,0.2705041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001439826,"about_ca_system_score_gemma":0.001433449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003360577,"about_ca_topic_score_gemma":0.01204343,"domain_scores_codex":[0.9998136,0.00002243728,0.000006169357,0.00004073252,0.00009140438,0.00002562933],"domain_scores_gemma":[0.9997684,0.00004747864,0.000008293521,0.00002615788,0.0001025746,0.00004701898],"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":[0.000009105549,0.00002668718,0.00004920986,0.00007760789,0.000001134174,0.00002850749,0.0001532234,0.00007346912,0.0001941198,0.02815136,0.8760319,0.09520373],"study_design_scores_gemma":[8.164823e-7,0.000002643605,0.00005100031,0.0000403481,6.410544e-7,0.00002139086,0.00003510214,0.00001930225,0.00003626389,0.003245628,0.9965456,0.000001245726],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002005245,0.002935744,0.002121028,0.001383499,0.002534626,0.00005333048,0.0003683332,0.0002567685,0.9901461],"genre_scores_gemma":[0.0006778472,0.001012353,0.0004676714,0.0003956355,0.0002744586,0.00001952219,0.0001939342,0.0001056153,0.9968531],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5708187,"threshold_uncertainty_score":0.8142036,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004797175057357729,"score_gpt":0.2082832704429425,"score_spread":0.2034860953855847,"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."}}