{"id":"W6903087880","doi":"10.7934/p4763","title":"Morphological and systematic reinterpretation of two enigmatic edrioasteroids (Echinodermata) from Canada (project)","year":2023,"lang":"en","type":"dataset","venue":"MorphoBank datasets","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Reinterpretation; Interpretation (philosophy); Circumstantial evidence; Feature (linguistics); Perspective (graphical)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.001004639,0.001276823,0.002925957,0.0007154632,0.0001828673,0.0002332802,0.001992624,0.0005024649,0.0002172135],"category_scores_gemma":[0.00211782,0.001132315,0.0001779032,0.0008347437,0.0003306172,0.0003996875,0.001465282,0.001031014,0.003479293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005913441,"about_ca_system_score_gemma":0.000995836,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9377189,"about_ca_topic_score_gemma":0.8512867,"domain_scores_codex":[0.991555,0.001392255,0.002560934,0.001619693,0.001972062,0.0009000243],"domain_scores_gemma":[0.9914285,0.002118428,0.002166698,0.003824603,0.0001397934,0.0003219951],"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":[0.00008082199,0.0001041368,0.00002453901,0.01969851,0.0005332996,0.002154383,0.00005561919,0.00002775092,0.0004790569,0.000003600873,0.9768313,0.000007052892],"study_design_scores_gemma":[0.02382082,0.001705494,0.003307082,0.1918623,0.02605445,0.007273357,0.003090438,0.02374232,0.002458632,0.002043452,0.6962024,0.01843928],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.006923466,0.001161118,0.00002539376,0.00003115074,0.0009458459,0.002420238,0.9883117,0.0001755533,0.000005514548],"genre_scores_gemma":[0.002903993,0.0001349572,0.0003538625,0.0002796151,0.0001294804,0.0003401,0.9956519,0.0001917534,0.00001433609],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2806288,"threshold_uncertainty_score":0.9999984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02015847612748801,"score_gpt":0.2815568537747705,"score_spread":0.2613983776472825,"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."}}