{"id":"W4408165264","doi":"10.22329/gljuh.v10i1.8663","title":"Once Traitors, Now Butterflies","year":2025,"lang":"en","type":"article","venue":"˜The œGreat Lakes journal of undergraduate history.","topic":"Animal and Plant Science Education","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Biology; Geography","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":[],"consensus_categories":[],"category_scores_codex":[0.0005532433,0.0001570746,0.0002481625,0.0002123758,0.0001987024,0.00003120808,0.0005161326,0.00007772347,0.0003500941],"category_scores_gemma":[0.00002156805,0.0001046245,0.0001610073,0.000222049,0.0002837465,0.0001740649,0.00001840272,0.0003484076,0.0001629012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003638452,"about_ca_system_score_gemma":0.000272958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006347927,"about_ca_topic_score_gemma":0.0002753304,"domain_scores_codex":[0.9986688,0.0001849621,0.0004387665,0.0001779391,0.0002695051,0.0002600586],"domain_scores_gemma":[0.9989221,0.0002370661,0.0003808409,0.0002352393,0.0001411462,0.00008358542],"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":[0.0003059873,0.0002048835,0.02845047,0.00002195045,0.0001866293,0.00007452692,0.004615604,0.00001786968,0.00129991,0.0278477,0.9121011,0.02487335],"study_design_scores_gemma":[0.0003917772,0.0001768096,0.02641487,0.00007355135,0.00009261173,0.0003507988,0.0006591695,0.00002020038,0.00001943073,0.005451694,0.9662104,0.0001386649],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6013715,0.02320416,0.007056378,0.07348908,0.04345718,0.0004421788,0.00002451465,0.0001110522,0.2508439],"genre_scores_gemma":[0.9113652,0.00009369358,0.00009812968,0.0008110651,0.0004651607,0.00000377417,0.000001877138,0.00000861589,0.0871525],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3099937,"threshold_uncertainty_score":0.4266461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02891082672732618,"score_gpt":0.2804296965039391,"score_spread":0.2515188697766129,"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."}}