{"id":"W2171002906","doi":"10.1098/rsbl.2009.0489","title":"Ecology, evolution and genetics join together on Canada's east coast","year":2009,"lang":"en","type":"article","venue":"Biology Letters","topic":"Polar Research and Ecology","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Dalhousie University","funders":"","keywords":"Biology; Join (topology); Ecological genetics; Ecology; Evolutionary ecology; Environmental ethics; Evolutionary biology; Sociology; Demography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001354522,0.00007621358,0.00008425213,0.00002150776,0.0000938696,0.00000427466,0.0001076107,0.00007123146,0.0002643651],"category_scores_gemma":[0.0000350113,0.00006590883,0.00001231721,0.00004358295,0.0002223913,0.00001776331,0.00005397248,0.000113059,0.0001028406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002375408,"about_ca_system_score_gemma":0.0000233953,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04799483,"about_ca_topic_score_gemma":0.4587445,"domain_scores_codex":[0.9992037,0.0001120603,0.00007657925,0.0002014391,0.00005514665,0.0003510157],"domain_scores_gemma":[0.9997371,0.00003357491,0.00002347571,0.0001071398,0.000001748332,0.00009694337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003463653,0.0000350257,0.7984496,7.817441e-7,0.000009026959,0.00002240249,0.00003158962,0.00009094816,0.131644,0.0001849395,0.06124233,0.008254746],"study_design_scores_gemma":[0.0001936373,0.0002320831,0.9719765,7.841844e-7,0.000002148789,0.00001356039,0.00001229854,0.0001050144,0.0002806496,0.0002130983,0.02688771,0.00008256547],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9750948,0.00003393318,0.00007319076,0.02368954,0.00009852878,0.00008614863,0.000009940172,0.000009928342,0.0009039832],"genre_scores_gemma":[0.9844546,0.000009973358,0.000121565,0.01529202,0.00003998133,0.000003561218,0.000006728826,0.000003309068,0.00006822725],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4107497,"threshold_uncertainty_score":0.9583446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008689949212251337,"score_gpt":0.216380862807961,"score_spread":0.2076909135957096,"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."}}