{"id":"W4243997865","doi":"10.1007/s12052-008-0073-4","title":"Introduction","year":2008,"lang":"en","type":"article","venue":"Evolution Education and Outreach","topic":"Cephalopods and Marine Biology","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Environmental 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000046485,0.00004665765,0.00004813173,0.00000899011,0.0001648539,0.000006106065,0.00002956425,0.00003723358,0.0004644745],"category_scores_gemma":[0.00002167873,0.00001880429,0.00001766175,0.00009594217,0.00004037054,0.00006144976,0.00001391199,0.00003626527,0.00004911629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002331225,"about_ca_system_score_gemma":0.00001536586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002695014,"about_ca_topic_score_gemma":0.00009979028,"domain_scores_codex":[0.9996522,0.00002311182,0.00006945361,0.000138015,0.00003847681,0.00007875606],"domain_scores_gemma":[0.9998528,0.00001330779,0.00002561677,0.00002171067,0.00004003854,0.00004650455],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00001911354,0.0004281309,0.1670365,0.000002711768,0.000006602898,3.422346e-7,0.0002387516,3.689789e-7,0.06792735,0.01430265,0.1172043,0.6328332],"study_design_scores_gemma":[0.00002637554,0.00003290524,0.6272151,5.238588e-7,0.000001600314,0.00004460193,0.0001667865,0.000005270746,0.00009813215,0.0003106723,0.3720567,0.00004138875],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897527,0.0002920961,0.000009839657,0.006469863,0.0004375183,0.00005293102,0.000001671224,0.00004118656,0.002942195],"genre_scores_gemma":[0.9900503,0.00009152455,0.00008940791,0.0001541286,0.001568939,0.000009067599,0.00008810165,2.511295e-7,0.007948324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6327918,"threshold_uncertainty_score":0.508567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008829183696067954,"score_gpt":0.2058637133384392,"score_spread":0.1970345296423713,"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."}}