{"id":"W2784988337","doi":"10.5206/wurjhns.2017-18.15","title":"Western Faculty Profile: Dr. Graham Thompson","year":2017,"lang":"en","type":"article","venue":"Western Undergraduate Research Journal Health and Natural Sciences","topic":"Avian ecology and behavior","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Bachelor; Graduate students; Graduate research; Biological sciences; Library science; Sociology; Biology; History; Archaeology; Pedagogy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008828351,0.0005472216,0.0007167551,0.0008438182,0.003242745,0.002154397,0.0009733769,0.003192759,0.3539489],"category_scores_gemma":[0.004214807,0.0004255394,0.0002394872,0.0007157531,0.0005606496,0.001911162,0.002395428,0.003255756,0.1925021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001791113,"about_ca_system_score_gemma":0.004574222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01069413,"about_ca_topic_score_gemma":0.03292893,"domain_scores_codex":[0.9993715,0.00006215341,0.00002844592,0.0001299417,0.0002743915,0.0001335826],"domain_scores_gemma":[0.9945112,0.000159536,0.0001334634,0.00009313228,0.001679485,0.003423183],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004956773,0.00000894882,0.00007502423,0.00001078367,2.939987e-7,0.00004385981,0.00003172481,0.00000344942,0.00003704404,0.00008353577,0.9954294,0.004271056],"study_design_scores_gemma":[0.000006569695,0.00002036432,0.0008002432,0.00004752491,0.000001164607,0.0001815504,0.000468522,0.00002422964,0.00005072508,0.0001171581,0.9982729,0.000009008236],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.004782545,0.009274936,0.0009424303,0.6257742,0.09546086,0.0004616728,0.001835831,0.001930116,0.2595373],"genre_scores_gemma":[0.00665938,0.002803448,0.0002600925,0.08665486,0.007828774,0.0001395666,0.0003374774,0.0002962962,0.8950202],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.3539489,"threshold_uncertainty_score":0.9215134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1239266493353157,"score_gpt":0.4569168665326833,"score_spread":0.3329902171973677,"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."}}