{"id":"W3202500144","doi":"10.17605/osf.io/kn548","title":"Particle placement in Ontario English","year":2020,"lang":"en","type":"article","venue":"OSF Preprints (OSF Preprints)","topic":"Linguistic Variation and Morphology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Advanced Placement; Mathematics education; Mathematics","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":[],"consensus_categories":[],"category_scores_codex":[0.0009362989,0.0004332974,0.0005413851,0.001513436,0.006609507,0.002369758,0.0006118145,0.0003885279,0.00925205],"category_scores_gemma":[0.003907876,0.0004472847,0.0001923217,0.004744306,0.00255299,0.0008750586,0.001834237,0.0007298413,0.000898606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03159855,"about_ca_system_score_gemma":0.02200588,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9777358,"about_ca_topic_score_gemma":0.9946011,"domain_scores_codex":[0.9985715,0.0001977394,0.0000832057,0.0003018566,0.0004837374,0.0003619196],"domain_scores_gemma":[0.9968715,0.0005389713,0.0005344467,0.0002230537,0.001537086,0.0002950001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0006739658,0.00009910642,0.2709128,0.0007263144,0.0001021182,0.002914982,0.5767677,0.0004055496,0.02066684,0.02682371,0.0178453,0.08206172],"study_design_scores_gemma":[0.00003893803,0.00006698291,0.7777473,0.0002239891,0.0000769283,0.000716209,0.1188155,0.0003790381,0.001654393,0.001613355,0.0985617,0.0001056277],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.92078,0.001342356,0.0005789179,0.001508989,0.0000577804,0.00006246657,0.002537559,0.00003319711,0.07309878],"genre_scores_gemma":[0.9904298,0.0004102532,0.0003533574,0.0001235879,0.000008789205,0.00003000616,0.000527163,0.00003457234,0.008082542],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03159855,"threshold_uncertainty_score":0.2292646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03291114545962074,"score_gpt":0.2836209614149766,"score_spread":0.2507098159553558,"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."}}