{"id":"W4386232664","doi":"10.3102/2013107","title":"Tutoring Start-Up as Educational Emergency Response: Process, Learning, and Relationships in a Canadian University-Community Collaboration","year":2023,"lang":"en","type":"article","venue":"","topic":"Entrepreneurship Studies and Influences","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Process (computing); Emergency response; Computer science; Mathematics education; Psychology; Medicine; Medical emergency; Programming language","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":[0.006056221,0.0003190855,0.0003507133,0.001346293,0.02572371,0.008072202,0.002280211,0.001835644,0.007944711],"category_scores_gemma":[0.01441583,0.0003057014,0.000299463,0.002077982,0.004519409,0.001752055,0.006196063,0.00260129,0.0006070296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0550392,"about_ca_system_score_gemma":0.1353785,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8745175,"about_ca_topic_score_gemma":0.9655674,"domain_scores_codex":[0.9938069,0.002778524,0.0001021539,0.0003805124,0.0006119364,0.002320038],"domain_scores_gemma":[0.968049,0.005904885,0.001108535,0.0004237439,0.004302037,0.02021181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006493389,0.002684012,0.1472634,0.0001492655,0.00003281768,0.002617507,0.7383713,0.0008904031,0.001227265,0.00992089,0.0134337,0.08276006],"study_design_scores_gemma":[0.00007598528,0.0003771679,0.09816853,0.0001488472,0.00002670215,0.0001850226,0.8643566,0.0009807026,0.0004228889,0.001053949,0.03411581,0.00008778985],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9807711,0.0002171936,0.0003632677,0.002341863,0.00004992938,0.0001167565,0.00006032152,0.00002943348,0.01605016],"genre_scores_gemma":[0.9940253,0.0001103069,0.0002906288,0.0001895753,0.00000701621,0.00002118395,0.0000255467,0.000009239281,0.005321207],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1254825,"threshold_uncertainty_score":0.3993393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0290711734829305,"score_gpt":0.2743261593485896,"score_spread":0.2452549858656591,"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."}}