{"id":"W7027551298","doi":"","title":"Coyote Papers Volume 25 Proceedings of ALC 16 2023","year":2023,"lang":"en","type":"article","venue":"UA Campus Repository (The University of Arizona)","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Theme (computing); Volume (thermodynamics); Zhàng; Spring (device)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002399155,0.0007960856,0.0006511764,0.001997475,0.003517372,0.008831559,0.001219631,0.003090119,0.4724206],"category_scores_gemma":[0.005034152,0.0004297436,0.0007235094,0.002140515,0.00102116,0.002042617,0.003841983,0.002786503,0.2788503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006534865,"about_ca_system_score_gemma":0.006036371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03302348,"about_ca_topic_score_gemma":0.06079155,"domain_scores_codex":[0.99809,0.0001837597,0.00007474014,0.0002675544,0.001123645,0.0002603135],"domain_scores_gemma":[0.9966339,0.0002952906,0.000121284,0.000358393,0.001709807,0.0008813041],"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":[0.00001868726,0.0000115529,0.00004003401,0.00004103783,0.000002031474,0.00002348328,0.00002779315,0.00001244317,0.00005413105,0.001341782,0.9916824,0.006744535],"study_design_scores_gemma":[0.000003490221,0.000005281563,0.0003157928,0.00004790816,0.000001196976,0.0000112318,0.00004312674,0.0000084375,0.00005412933,0.0001724775,0.9993342,0.000002688997],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002068703,0.01197036,0.000423259,0.02328741,0.02847732,0.0002535894,0.00668855,0.0007723775,0.9260584],"genre_scores_gemma":[0.003419041,0.001728169,0.0002065429,0.001167286,0.001847337,0.00009071173,0.001315602,0.0004180298,0.9898073],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4724206,"threshold_uncertainty_score":0.752528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01739739500910471,"score_gpt":0.2915658402495058,"score_spread":0.2741684452404011,"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."}}