{"id":"W6929225905","doi":"10.4224/40002970","title":"Public review 2022: Combined PDF of Proposed Change Forms","year":2022,"lang":"en","type":"standard","venue":"NPARC","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Commission; Process (computing); Christian ministry; Code (set theory); Government (linguistics); Public policy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.03083149,0.001407976,0.001390682,0.007401703,0.003353831,0.0131602,0.004407666,0.008405279,0.3210402],"category_scores_gemma":[0.1434782,0.001977167,0.001461482,0.006298879,0.001904589,0.008691292,0.005647917,0.005069624,0.4075226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007390292,"about_ca_system_score_gemma":0.02503425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01332974,"about_ca_topic_score_gemma":0.01521889,"domain_scores_codex":[0.9396364,0.01025908,0.005554719,0.001915193,0.04029966,0.002334957],"domain_scores_gemma":[0.8159043,0.02981015,0.005561171,0.01813314,0.1275619,0.003029421],"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":[0.00002837441,0.00002910358,0.00008450772,0.0001396592,0.000002507848,0.00003184852,0.00006932158,0.000123833,0.0001100664,0.003311533,0.9740752,0.02199405],"study_design_scores_gemma":[0.00003101552,0.00002055327,0.0004354979,0.0001959877,0.000003506971,0.00003953535,0.00006775769,0.0002647364,0.0003172569,0.001800868,0.996792,0.00003135799],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001955889,0.0007197303,0.03018935,0.01938357,0.01659633,0.008544552,0.06783222,0.02214212,0.8326362],"genre_scores_gemma":[0.009749361,0.001064686,0.02682534,0.007359597,0.002537379,0.009176075,0.05087948,0.007899317,0.8845088],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3210402,"threshold_uncertainty_score":0.9684538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08139996845885057,"score_gpt":0.2961868194745057,"score_spread":0.2147868510156551,"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."}}