{"id":"W4250571269","doi":"10.18733/c3jp4f","title":"Contributors","year":2015,"lang":"en","type":"article","venue":"Cultural and Pedagogical Inquiry","topic":"Global Education and Multiculturalism","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Government of Alberta","keywords":"Geology; Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002124001,0.0000714566,0.00009454087,0.000008892359,0.0002478661,0.0001181971,0.00008548442,0.00008588663,0.0001726818],"category_scores_gemma":[0.001029667,0.00004301717,0.0000236206,0.0001584273,0.0004312323,0.0002108793,0.00002700761,0.00007537923,0.0001317449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004279119,"about_ca_system_score_gemma":0.00006789366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001113978,"about_ca_topic_score_gemma":0.0001265028,"domain_scores_codex":[0.99928,0.00009521154,0.00009624616,0.00013184,0.0001928229,0.0002039271],"domain_scores_gemma":[0.9989525,0.00002091065,0.00002725825,0.00004346462,0.0005154061,0.000440455],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002324118,0.00006842325,0.002158808,0.000003508338,0.00001145353,0.000006108074,0.5214614,0.000001296355,0.000106355,0.1919889,0.2796752,0.004495308],"study_design_scores_gemma":[0.000204326,0.00001698875,0.002659012,0.000003144533,0.000005179758,0.000002901889,0.1516035,0.000002465874,0.00000934752,0.0003193935,0.8450884,0.00008542859],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9477718,0.0008338411,0.00000405339,0.0084755,0.001731716,0.0001314127,0.000003333615,0.000100327,0.04094802],"genre_scores_gemma":[0.9826218,0.0001837582,0.0001068666,0.001132543,0.0008206305,0.000007000017,0.00001497514,0.00000170741,0.01511076],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5654131,"threshold_uncertainty_score":0.1906411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7615142162585812,"score_gpt":0.5521673310759392,"score_spread":0.209346885182642,"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."}}