{"id":"W7017061443","doi":"","title":"Accidents With Nature and Each Other","year":2005,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Machine Learning in Bioinformatics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Guitar; Style (visual arts); Violin; Movement (music); String (physics); Melody; Shot (pellet); Laughter","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":[],"consensus_categories":[],"category_scores_codex":[0.002808823,0.0007739725,0.0006636072,0.001212856,0.01640555,0.01497216,0.001461269,0.004764993,0.04423877],"category_scores_gemma":[0.006676058,0.0003341486,0.0006039468,0.001011686,0.02324447,0.00893537,0.01647504,0.007965596,0.009952225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006487796,"about_ca_system_score_gemma":0.00851208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0144932,"about_ca_topic_score_gemma":0.0286135,"domain_scores_codex":[0.993813,0.001976068,0.0001826386,0.001100378,0.001930112,0.0009976897],"domain_scores_gemma":[0.9950358,0.0006570355,0.000379079,0.0008444198,0.001008747,0.002074911],"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":[0.00008144828,0.0001190253,0.004890505,0.0001550387,0.00006307499,0.001052638,0.06988471,0.0002083005,0.000558289,0.4060468,0.3919773,0.1249628],"study_design_scores_gemma":[0.000002511462,0.00001365064,0.0004925774,0.00009422708,0.000005283753,0.0002873571,0.01322156,0.00002780647,0.00004770835,0.02167499,0.9641206,0.00001165475],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01915157,0.01869816,0.006540746,0.1356595,0.01380226,0.0000629774,0.0001990307,0.000354926,0.805531],"genre_scores_gemma":[0.3809523,0.01555507,0.004025208,0.08857298,0.005462706,0.0001870408,0.0004318416,0.0004842119,0.5043286],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04423877,"threshold_uncertainty_score":0.1479934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002242767213155512,"score_gpt":0.1900687209666013,"score_spread":0.1878259537534458,"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."}}