{"id":"W4235585727","doi":"10.1503/cmaj.051309","title":"A marvellous invention","year":2005,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Ecocriticism and Environmental Literature","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; World Wide Web; Data science; Information retrieval","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":[],"consensus_categories":[],"category_scores_codex":[0.002383019,0.0005023946,0.0003767406,0.0008337891,0.005679828,0.007511257,0.0008182455,0.002220794,0.02912472],"category_scores_gemma":[0.006526168,0.0002826885,0.0003927201,0.0006978701,0.01309464,0.005823669,0.004405803,0.005886077,0.01193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002705876,"about_ca_system_score_gemma":0.002797486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002280387,"about_ca_topic_score_gemma":0.004807991,"domain_scores_codex":[0.9979311,0.0006124552,0.00005577917,0.0005386979,0.0006112963,0.0002506082],"domain_scores_gemma":[0.9979753,0.0005421164,0.00009377183,0.0005089971,0.0004408735,0.0004389703],"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":[0.00002127541,0.00001468826,0.0001569666,0.00003416713,0.000003549283,0.00009519216,0.001996324,0.0000429556,0.0002304884,0.8287826,0.1323665,0.03625523],"study_design_scores_gemma":[0.000002633238,0.00001326331,0.00008821842,0.00004136611,0.000001556078,0.0001186332,0.0002934742,0.00004695981,0.00009025777,0.03671085,0.9625885,0.000004190271],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.005599894,0.01611103,0.01183667,0.08248488,0.01270578,0.00003994135,0.0001194393,0.0003942543,0.870708],"genre_scores_gemma":[0.1170181,0.007436162,0.006649761,0.01479942,0.005223142,0.0000567448,0.00008599227,0.0003890018,0.8483416],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.02912472,"threshold_uncertainty_score":0.09743196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00601923509923151,"score_gpt":0.1777844482681737,"score_spread":0.1717652131689422,"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."}}