{"id":"W4200314783","doi":"10.15173/cjae.v1i1.4981","title":"Foreword","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Autism Equity","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Philosophy","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007411131,0.000128124,0.000279244,0.0002864638,0.0001484291,0.000100218,0.0003942538,0.00009662766,0.002733463],"category_scores_gemma":[0.0005154551,0.0001330461,0.0001924379,0.0004726652,0.0001319432,0.000321702,0.00004751775,0.0004522806,0.0006845603],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007633825,"about_ca_system_score_gemma":0.008964989,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003298469,"about_ca_topic_score_gemma":0.2008855,"domain_scores_codex":[0.9984031,0.0001074845,0.0004294452,0.0001306039,0.0003170062,0.0006124157],"domain_scores_gemma":[0.9973456,0.00004159114,0.0002666767,0.0002778916,0.0003085925,0.001759709],"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":[0.00005999106,0.0001023831,0.03808865,0.00007806715,0.0005613441,0.04832122,0.00267872,0.0002279288,0.01750222,0.1771273,0.6246814,0.09057075],"study_design_scores_gemma":[0.001694265,0.0002090737,0.2791826,0.0002880169,0.0001808617,0.009582663,0.0003903545,0.0001394475,0.00676577,0.06486984,0.6361212,0.0005759685],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9359568,0.004607596,0.0008537527,0.009921064,0.003013975,0.00009982712,0.0005079539,0.00002807304,0.04501096],"genre_scores_gemma":[0.9969503,0.000007280177,0.001163067,0.0005400572,0.0001825475,4.051178e-7,0.000004739727,0.00004155954,0.001110015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2410939,"threshold_uncertainty_score":0.9981782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04469197906771241,"score_gpt":0.2998557798779725,"score_spread":0.25516380081026,"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."}}