{"id":"W1517977935","doi":"10.22621/cfn.v123i2.693","title":"Common Loon, &lt;em&gt;Gavia immer&lt;/em&gt;, Breeding Success in Relation to Lake pH and Lake Size Over 25 Years","year":2009,"lang":"en","type":"article","venue":"The Canadian Field-Naturalist","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Wildlife Federation; Ministry of Natural Resources; World Wildlife Fund","keywords":"Foraging; Range (aeronautics); Economic shortage; Ecology; Reproduction; Deposition (geology); Environmental science; Fishery; Biology; Sediment","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003499099,0.0001522356,0.0001716163,0.0000765291,0.0003742783,0.00008294921,0.0003140756,0.0001471228,0.002296586],"category_scores_gemma":[0.0001355983,0.000135874,0.0000318026,0.000303536,0.00009694912,0.0002369385,0.0001307147,0.000292858,0.000173821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001845589,"about_ca_system_score_gemma":0.00001256613,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02436891,"about_ca_topic_score_gemma":0.9913058,"domain_scores_codex":[0.9988796,0.00005623442,0.0001859029,0.0003007461,0.0001684297,0.0004091264],"domain_scores_gemma":[0.9993848,0.0001441878,0.00005679196,0.0002523434,0.000007751126,0.0001541803],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00005994215,0.00003211061,0.3746833,0.00001461595,0.00004100107,0.0001432199,0.004616015,0.0002723071,0.0002356231,0.003428616,0.6080177,0.008455571],"study_design_scores_gemma":[0.0002403117,0.00004027433,0.9158092,0.00001673019,0.0000168484,0.000003559152,0.000122005,0.00007083067,0.000009131274,0.0007729533,0.08272746,0.0001706939],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9403473,0.00005004445,0.000001829259,0.02402559,0.0002813168,0.0003272553,0.00002286292,0.00002265707,0.03492113],"genre_scores_gemma":[0.9773588,0.00003091437,0.00003907417,0.01758112,0.00005227414,0.00000996153,0.00001694466,0.000008260884,0.004902665],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9669368,"threshold_uncertainty_score":0.9986154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008257513320444563,"score_gpt":0.2170076806351542,"score_spread":0.2087501673147096,"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."}}