{"id":"W4237444217","doi":"10.1080/00253359.2006.10657010","title":"REVIEWS","year":2006,"lang":"en","type":"article","venue":"The Mariner s Mirror","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Library and Archives Canada; Dalhousie University; St. Stephen's University; University of Calgary; University of New Brunswick","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005114195,0.001211142,0.0008472916,0.001500911,0.0007525743,0.002480394,0.001356981,0.001885946,0.3050296],"category_scores_gemma":[0.001821781,0.0004103446,0.0005820137,0.001296214,0.0007176067,0.001659236,0.001803519,0.002049795,0.2813302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008719765,"about_ca_system_score_gemma":0.001518111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001672653,"about_ca_topic_score_gemma":0.003885392,"domain_scores_codex":[0.9995261,0.00006080299,0.00002553123,0.00008686069,0.0002364005,0.00006428829],"domain_scores_gemma":[0.9993814,0.00008910817,0.00005065187,0.000095948,0.0002331298,0.0001497125],"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":[0.00003290776,0.00001802572,0.00005738389,0.0004677455,0.000009075823,0.00005276917,0.00002555676,0.00002297422,0.0005161298,0.001950115,0.8083627,0.1884847],"study_design_scores_gemma":[0.000002488355,0.000005221088,0.0000647859,0.00009859713,0.000003005456,0.00006179261,0.000007646522,0.000002750405,0.00004393364,0.000223289,0.9994851,0.000001347682],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005959796,0.3522241,0.001358806,0.01393201,0.05354469,0.0001280311,0.0009746546,0.0007840456,0.5764577],"genre_scores_gemma":[0.003223415,0.1316913,0.0008448546,0.008363225,0.01194266,0.00009046756,0.0009649726,0.0002025636,0.8426766],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6949704,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02293557681480954,"score_gpt":0.2549166685224576,"score_spread":0.2319810917076481,"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."}}