{"id":"W2225021169","doi":"10.3389/fpsyg.2015.01897","title":"Enhancing Student Interest in Animals. Commentary: A Crisis in Comparative Psychology: Where Have All the Undergraduates Gone?","year":2015,"lang":"en","type":"article","venue":"Frontiers in Psychology","topic":"Animal and Plant Science Education","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Psychology; Front (military); Comparative psychology; Psychoanalysis; Psychiatry; Cognition","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.001606077,0.0002996844,0.0005519996,0.0005807016,0.00005437395,0.00003675726,0.0008760194,0.0002616861,0.0001655223],"category_scores_gemma":[0.00003106148,0.0002446173,0.00005988958,0.0006734433,0.0003438716,0.000151728,0.00009098284,0.0008330247,0.0001692578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002367958,"about_ca_system_score_gemma":0.00003969908,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001761897,"about_ca_topic_score_gemma":0.02728086,"domain_scores_codex":[0.9964346,0.001099263,0.0007328069,0.0008334306,0.0001610017,0.0007389223],"domain_scores_gemma":[0.998901,0.0001740224,0.0002137821,0.0005328584,0.00004299132,0.0001353221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004893944,0.0006458063,0.5015217,0.000003068925,0.00004018805,0.00005599756,0.03749322,0.000005596625,0.00007548208,0.000542412,0.4579701,0.001156984],"study_design_scores_gemma":[0.003770733,0.000814844,0.7250336,0.00007628385,0.00002112239,0.00008392293,0.1879087,0.00008850847,0.00002571963,0.03160739,0.05011405,0.000455078],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9039624,0.004760996,0.002019303,0.07006712,0.00728739,0.0007524152,0.00001805538,0.00003683345,0.01109549],"genre_scores_gemma":[0.9860882,0.0002193555,0.001670901,0.01154708,0.0001384918,0.0001819028,0.00002774172,0.00001890377,0.0001074531],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4078561,"threshold_uncertainty_score":0.9975204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1364494700597403,"score_gpt":0.4273169780565079,"score_spread":0.2908675079967676,"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."}}