{"id":"W6904790466","doi":"10.14288/1.0384543","title":"Learning Punjabi in Canada","year":2019,"lang":"en","type":"other","venue":"cIRcle (University of British Columbia)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"First language; On Language; Ethnic group; Written language; Foreign language; Oral history","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":[0.0007673519,0.0004437289,0.00046371,0.0008410324,0.04545368,0.005229293,0.001353279,0.001422352,0.03738707],"category_scores_gemma":[0.001787858,0.0004370154,0.0002466993,0.001813106,0.002987062,0.001561373,0.004209523,0.003938871,0.002897712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04907437,"about_ca_system_score_gemma":0.1095639,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9725128,"about_ca_topic_score_gemma":0.996394,"domain_scores_codex":[0.9986413,0.0001338985,0.0000250255,0.0001384424,0.0003671639,0.0006942317],"domain_scores_gemma":[0.9981343,0.000090783,0.00003251835,0.00002128048,0.000469104,0.001252111],"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":[0.0001146885,0.0003146282,0.01659873,0.0003339352,0.00001985759,0.004039757,0.3226447,0.0003254116,0.00192344,0.02793993,0.4949667,0.1307782],"study_design_scores_gemma":[0.00001060102,0.00004639752,0.01315496,0.0002217694,0.000007757265,0.0003506792,0.1853389,0.0001031658,0.0003647767,0.0006446528,0.7997195,0.00003687165],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3793453,0.005920984,0.0006634895,0.07462702,0.002514326,0.0002645924,0.001011372,0.0002314016,0.5354214],"genre_scores_gemma":[0.5909222,0.006747777,0.001643003,0.006808409,0.0001231288,0.00009646323,0.0005324704,0.0001878034,0.3929387],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04907437,"threshold_uncertainty_score":0.3560611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005031707765729819,"score_gpt":0.1497689781326536,"score_spread":0.1447372703669237,"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."}}