{"id":"W7095101932","doi":"","title":"PREFACE","year":2001,"lang":"en","type":"article","venue":"","topic":"Legal case studies and regulations","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); General partnership; Focus (optics); Field (mathematics)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003630542,0.0007242433,0.0005221083,0.003162912,0.00306752,0.004881316,0.001923729,0.0014939,0.4245339],"category_scores_gemma":[0.01561345,0.0004133344,0.0005119074,0.003458245,0.0005102392,0.002997968,0.002591294,0.003196967,0.2372634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004732843,"about_ca_system_score_gemma":0.009947326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.020338,"about_ca_topic_score_gemma":0.02061837,"domain_scores_codex":[0.9977444,0.0003454631,0.0001876682,0.0002581193,0.001197048,0.000267291],"domain_scores_gemma":[0.9905933,0.0008378716,0.0002865944,0.0005443183,0.006619166,0.001118801],"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":[0.00001290895,0.00001098143,0.0001177723,0.0001137219,0.000001395644,0.00002766823,0.0001221347,0.0000368162,0.00004796588,0.007188965,0.9593871,0.03293258],"study_design_scores_gemma":[0.000002192186,0.000006699016,0.0002828568,0.00009540343,0.000001075514,0.0000237942,0.000142323,0.00001103025,0.00003781277,0.00120027,0.9981932,0.000003332972],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001251588,0.003918189,0.004420448,0.03514351,0.03662333,0.001057466,0.0323917,0.001432046,0.8837618],"genre_scores_gemma":[0.007173975,0.004254221,0.006226476,0.007302991,0.00367076,0.0007668661,0.02936249,0.0008041415,0.9404381],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5754661,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02898709018634692,"score_gpt":0.3415306230008375,"score_spread":0.3125435328144905,"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."}}