{"id":"W4231449036","doi":"10.15173/russell.v29i2.2167","title":"&lt;em&gt;PM&lt;/em&gt;@100","year":2010,"lang":"en","type":"article","venue":"Russell the Journal of Bertrand Russell Studies","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Animal science; Biology","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":[0.0002497718,0.0006383069,0.0005294825,0.000749114,0.0008809902,0.002641114,0.0005244441,0.00144082,0.6179548],"category_scores_gemma":[0.001146727,0.0002575412,0.0002758261,0.0009920401,0.0006650577,0.001330699,0.0007497944,0.001230543,0.3687547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00131733,"about_ca_system_score_gemma":0.0005713152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003657365,"about_ca_topic_score_gemma":0.006271043,"domain_scores_codex":[0.9998041,0.00002902406,0.000005823909,0.00004461011,0.00009068597,0.00002574213],"domain_scores_gemma":[0.9996139,0.00008111517,0.00002555642,0.00005594772,0.0001179765,0.0001055418],"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":[0.00007648854,0.00004647351,0.0001969916,0.00009184753,0.000006494287,0.000125237,0.000049822,0.0004883337,0.0007752003,0.07558921,0.744754,0.1778],"study_design_scores_gemma":[0.00001046626,0.00001424237,0.0005417513,0.00003580597,0.000004368149,0.00007664356,0.00002608492,0.0005942752,0.0006585059,0.01512421,0.9829056,0.00000794326],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001383215,0.0007581062,0.001506004,0.003022921,0.0007506841,0.00001813504,0.0007042598,0.0006762445,0.9911806],"genre_scores_gemma":[0.01156224,0.0004158934,0.0007081719,0.0002290915,0.000221783,0.000007590272,0.0002859147,0.0004022126,0.986167],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3820452,"threshold_uncertainty_score":0.5449411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03518378115097835,"score_gpt":0.2337075492818852,"score_spread":0.1985237681309068,"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."}}