{"id":"W4307641706","doi":"10.1093/ornithapp/duac034","title":"Loon Lessons: Uncommon Encounters with the Great Northern Diver","year":2022,"lang":"en","type":"article","venue":"Ornithological applications","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Holland College","funders":"","keywords":"Geography; Fishery; History; Archaeology; Biology","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005520642,0.0001294778,0.0001866648,0.00003021929,0.01371513,0.000006417154,0.0004056199,0.00007200551,0.002171355],"category_scores_gemma":[0.00001667933,0.00007013076,0.00004788514,0.0003134536,0.0001952332,0.00002258414,0.0006028764,0.0007857036,0.0007181746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002968159,"about_ca_system_score_gemma":0.0000989982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001391026,"about_ca_topic_score_gemma":0.01643139,"domain_scores_codex":[0.9983127,0.0003775946,0.0002143239,0.0002922035,0.0001844048,0.0006187865],"domain_scores_gemma":[0.9988121,0.0004603217,0.0001549406,0.0003982309,0.0001218774,0.00005255547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001646319,0.0004518265,0.9231427,0.00003274886,0.000108369,0.00003058165,0.02145555,0.0004697759,0.00004622761,0.01019899,0.03721309,0.006685524],"study_design_scores_gemma":[0.000353286,0.000266632,0.1139884,0.000002494911,0.00004389671,0.00001757935,0.04263316,0.000003372947,7.683647e-7,0.0009800467,0.8415613,0.0001490439],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.77158,0.0003904597,0.005006931,0.08540252,0.0002856072,0.005478656,0.0003075556,0.0003995907,0.1311486],"genre_scores_gemma":[0.9779656,0.00003070576,0.0001655906,0.005383573,0.0001420523,0.01233954,0.00005961696,0.00001772751,0.003895589],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8091542,"threshold_uncertainty_score":0.9987408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04987815273406058,"score_gpt":0.3521691012020823,"score_spread":0.3022909484680217,"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."}}