{"id":"W6887658103","doi":"10.17605/osf.io/643th","title":"Project Canada 2000","year":2021,"lang":"en","type":"article","venue":"OSF Preprints (OSF Preprints)","topic":"Education in Diverse Contexts","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002844731,0.0001673559,0.0002223694,0.00006694433,0.0005670555,0.0001767823,0.0009267429,0.000143031,0.7032538],"category_scores_gemma":[0.007578661,0.0002115271,0.0001017283,0.0004812969,0.0002093907,0.0002646912,0.0005946632,0.0003040287,0.4238404],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001307014,"about_ca_system_score_gemma":0.01397609,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5974439,"about_ca_topic_score_gemma":0.7452517,"domain_scores_codex":[0.9961279,0.001032164,0.0003450653,0.001296929,0.0007020077,0.0004959562],"domain_scores_gemma":[0.9967679,0.0005384653,0.000151798,0.001831651,0.0004554352,0.0002547904],"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":[0.00002351993,0.0002918146,0.06930029,0.00004330778,0.0001346212,0.000146395,0.03951352,0.0001044984,0.0005865126,0.01948505,0.8493797,0.02099074],"study_design_scores_gemma":[0.0001911548,1.392001e-7,0.01006583,0.00002949737,0.00002173602,0.000008943436,0.009796419,0.000009759759,0.00268997,0.00122121,0.9757194,0.0002459653],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.08770933,0.000004018219,0.00004589443,0.002806498,0.001243844,0.0004374504,0.00001413973,0.00009348155,0.9076453],"genre_scores_gemma":[0.3316734,0.00008284146,0.0004573815,0.0004475416,0.0001850435,0.00006345115,0.00001054187,0.00001631513,0.6670634],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2794134,"threshold_uncertainty_score":0.9916137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02633699385617454,"score_gpt":0.3060789806424291,"score_spread":0.2797419867862546,"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."}}