{"id":"W1482492900","doi":"10.1111/j.1365-2656.2010.01770.x","title":"Individual quality: tautology or biological reality?","year":2010,"lang":"en","type":"letter","venue":"Journal of Animal Ecology","topic":"Animal Behavior and Reproduction","field":"Agricultural and Biological Sciences","cited_by":87,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal; Université de Sherbrooke","funders":"Canada Research Chairs","keywords":"Tautology (logic); Quality (philosophy); Evolutionary biology; Biology; Computer science; Philosophy; Epistemology; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02575232,0.001166389,0.003143429,0.0039661,0.003179133,0.009140849,0.004099328,0.00607919,0.008437516],"category_scores_gemma":[0.05687339,0.0004902521,0.0009364956,0.004689101,0.06057491,0.03035934,0.006831842,0.01197501,0.001597153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005778243,"about_ca_system_score_gemma":0.003730684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006937199,"about_ca_topic_score_gemma":0.005125049,"domain_scores_codex":[0.9877468,0.00522451,0.0009474552,0.00277581,0.002817976,0.0004874369],"domain_scores_gemma":[0.9538805,0.03031807,0.004264878,0.004035391,0.00577295,0.001728336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002604715,0.000104717,0.009762405,0.003814384,0.0003635154,0.000675988,0.01975732,0.0004802024,0.0003386308,0.6635442,0.08519883,0.2156993],"study_design_scores_gemma":[0.00003609509,0.0001339899,0.007108875,0.005122421,0.000146823,0.001221416,0.01277764,0.0006879003,0.0001626221,0.7505137,0.2219504,0.0001380884],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01041325,0.2919379,0.02864713,0.6109076,0.0218742,0.00007348129,0.0007380453,0.0001532132,0.03525533],"genre_scores_gemma":[0.4770263,0.2412488,0.01650036,0.2084129,0.04897429,0.0003158999,0.0006157306,0.0003403736,0.006565423],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02575232,"threshold_uncertainty_score":0.1361929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1219176896116592,"score_gpt":0.3279615674044781,"score_spread":0.2060438777928189,"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."}}