{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002476677,0.001508606,0.0008199934,0.003670693,0.003036697,0.00658317,0.002846505,0.001661658,0.3801064],"category_scores_gemma":[0.004537154,0.0007715917,0.0006415888,0.004651196,0.0009759036,0.002196497,0.002598165,0.001695867,0.1657273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01926345,"about_ca_system_score_gemma":0.0554416,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7419729,"about_ca_topic_score_gemma":0.7262217,"domain_scores_codex":[0.9980865,0.0002381232,0.00005251465,0.0003410699,0.0008670147,0.0004149215],"domain_scores_gemma":[0.9955997,0.000234185,0.00008758561,0.0004129159,0.002638841,0.001026651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001708335,0.00006723875,0.0005918026,0.0001396601,0.00001015361,0.00003571187,0.0001428719,0.0003041765,0.0005428012,0.03425746,0.8861207,0.07761651],"study_design_scores_gemma":[0.00002620587,0.000008173512,0.000590727,0.00003659393,0.000003976035,0.00001726489,0.000097513,0.0002134105,0.0002927468,0.001807682,0.996899,0.000006677048],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.002509392,0.001927722,0.007723581,0.005989255,0.00112234,0.000400252,0.07742893,0.0071629,0.8957355],"genre_scores_gemma":[0.0071429,0.0006435775,0.005190058,0.0005491455,0.00005032497,0.000167669,0.03033861,0.00201591,0.9539017],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3801064,"threshold_uncertainty_score":0.8842029,"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."}}