{"id":"W1523656546","doi":"","title":"Special Lectures by Prof. Roger H. Mitchell, Lakehead University, Ontario, Canada","year":2011,"lang":"en","type":"article","venue":"Journal of Geological Society of India","topic":"New Zealand Economic and Social Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Library science; History; Environmental ethics; Philosophy; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002576276,0.00010331,0.0004750468,0.00002060884,0.0001065722,0.000007086489,0.0002292957,0.000139633,0.00402663],"category_scores_gemma":[0.00001992284,0.00009454458,0.0002873866,0.00006544455,0.000115141,0.00008710928,0.00004672023,0.0002622913,0.0000108319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003579059,"about_ca_system_score_gemma":0.000175019,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3761104,"about_ca_topic_score_gemma":0.491922,"domain_scores_codex":[0.9991472,0.00001079852,0.0004576666,0.0001227976,0.00004571611,0.0002157622],"domain_scores_gemma":[0.9991435,0.00003646968,0.0006227933,0.00005903324,0.00004756354,0.00009068635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004887723,0.00008964181,0.7029679,0.000006990371,0.0002441098,0.000007772647,0.003387603,0.000002204639,0.000003301409,0.003871824,0.2891824,0.0001873251],"study_design_scores_gemma":[0.0005267287,0.0001516885,0.5987846,0.00000450412,0.0000122878,0.000004357008,0.0009739841,0.000001006408,0.00005475904,0.007544434,0.3918099,0.0001318137],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.925561,0.0004111532,0.000025329,0.0006906403,0.0004609881,0.00005284477,0.00002650432,0.00000280531,0.07276872],"genre_scores_gemma":[0.9932275,0.0002369719,0.0002974619,0.000258286,0.0004748114,2.37147e-7,0.000002054102,0.000004989797,0.005497734],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1158116,"threshold_uncertainty_score":0.9968838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02765993366244185,"score_gpt":0.1700524873417251,"score_spread":0.1423925536792832,"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."}}