{"id":"W4205799827","doi":"10.5260/chara.15.3.42","title":"PhilPapers","year":2014,"lang":"en","type":"article","venue":"The Charleston Advisor","topic":"Information Retrieval and Search Behavior","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geology","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":[0.000430239,0.0000733024,0.00006988459,0.00004006184,0.0001839841,0.0001027548,0.0008783964,0.00002519433,0.00006687776],"category_scores_gemma":[0.00004880057,0.00004344622,0.00004194868,0.0001998402,0.00005307059,0.000325665,0.0001328091,0.0001157895,0.001233481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001522994,"about_ca_system_score_gemma":0.00002027434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007512551,"about_ca_topic_score_gemma":8.869128e-7,"domain_scores_codex":[0.9992607,0.00005471075,0.0001214873,0.0001099993,0.0002537344,0.000199343],"domain_scores_gemma":[0.9993251,0.00006563009,0.00004402416,0.0004508548,0.00004922843,0.00006514299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001026825,0.00004688771,0.0001994271,0.0000126463,0.000007179917,0.00000172594,0.003240675,0.00003817586,0.00317711,0.5262536,0.005286281,0.461726],"study_design_scores_gemma":[0.001224358,0.0003398489,0.03790136,0.00002866772,0.00001391138,0.00005976133,0.0002188814,0.0762195,0.02188446,0.008582809,0.8528854,0.000641109],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4025102,0.0001090282,0.4466697,0.05131245,0.001531121,0.0007912774,0.000004804856,0.0011096,0.09596178],"genre_scores_gemma":[0.9937801,0.0000130362,0.001415825,0.002377377,0.00008550569,0.00001364582,0.00000167667,0.000004982377,0.002307839],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8475991,"threshold_uncertainty_score":0.9995442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008560083928977407,"score_gpt":0.2131371755385615,"score_spread":0.2045770916095841,"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."}}