{"id":"W4407100960","doi":"10.32393/jlmms/2024.0020","title":"Leslie, Amy, Judy","year":2024,"lang":"en","type":"article","venue":"Journal of L M Montgomery Studies","topic":"Australian History and Society","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001047983,0.00008441522,0.0002481371,0.00008087954,0.000420522,0.00005510162,0.000158048,0.00005802096,0.00007059111],"category_scores_gemma":[0.0002212623,0.00006563673,0.0002390453,0.0002503798,0.0003552208,0.0004364559,0.00002443207,0.0002559611,0.0000371837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002702461,"about_ca_system_score_gemma":0.0001395734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003205792,"about_ca_topic_score_gemma":0.0001038171,"domain_scores_codex":[0.9988927,0.0001234117,0.0003072791,0.00008976852,0.0003921313,0.0001947535],"domain_scores_gemma":[0.9993359,0.0002095868,0.0001208592,0.00005978681,0.0001850274,0.00008883414],"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":[0.00001826828,0.00005709845,0.002287507,0.0000872142,0.0006224473,0.000494796,0.1315991,0.00001583957,0.0001645659,0.01564663,0.8434811,0.005525414],"study_design_scores_gemma":[0.00008050119,0.00007629713,0.001238168,0.0001375798,0.00008096977,0.00001500125,0.07486613,9.691461e-7,0.00002645273,0.001271241,0.9221116,0.00009505433],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7289584,0.1759341,0.0002166963,0.02827814,0.01541779,0.000257411,0.00001143846,0.0002015799,0.05072452],"genre_scores_gemma":[0.9693738,0.008816042,0.0002008573,0.000204925,0.001308872,0.00000161119,8.991281e-8,0.000008415696,0.02008542],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2404154,"threshold_uncertainty_score":0.3234358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1154811711891836,"score_gpt":0.4146084590330226,"score_spread":0.2991272878438389,"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."}}