{"id":"W6893173511","doi":"10.5281/zenodo.14592744","title":"Cephalozia bicuspidata Dumort","year":2024,"lang":"en","type":"article","venue":"Open MIND","topic":"Coleoptera Taxonomy and Distribution","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sine; Context (archaeology); Point (geometry)","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":[0.00009784818,0.0004090483,0.0002472494,0.001632887,0.001495452,0.0004696084,0.0004372256,0.0003652129,0.008052906],"category_scores_gemma":[0.0004013046,0.0001769192,0.0001204185,0.001123379,0.0008815352,0.0005971171,0.0007640161,0.0003355708,0.001829998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005957379,"about_ca_system_score_gemma":0.0003166889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02514171,"about_ca_topic_score_gemma":0.0460592,"domain_scores_codex":[0.9998241,0.00001965528,0.00001615052,0.00005775075,0.0000491045,0.00003322485],"domain_scores_gemma":[0.9996966,0.00004696864,0.0001325793,0.00003623977,0.00005537827,0.00003232509],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001435949,0.0001399561,0.1413304,0.001416213,0.0001052459,0.003893251,0.00295386,0.001160264,0.06976829,0.007930197,0.032621,0.7372454],"study_design_scores_gemma":[0.00006100886,0.0002060707,0.6913468,0.0004702915,0.0001405154,0.007775767,0.002598746,0.0004612361,0.005370667,0.001122059,0.2903974,0.00004945513],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.6534128,0.01615584,0.003297824,0.000804716,0.0005557711,0.0002320459,0.005667295,0.0005334505,0.3193402],"genre_scores_gemma":[0.9811305,0.002501802,0.001350589,0.0003911574,0.00006449043,0.00003404291,0.001472704,0.00001690503,0.01303792],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02514171,"threshold_uncertainty_score":0.04999077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05745859642767234,"score_gpt":0.2809203916445544,"score_spread":0.2234617952168821,"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."}}