{"id":"W4396983528","doi":"10.69520/jipe.v4i1.126","title":"In Conversation With","year":2022,"lang":"en","type":"article","venue":"Journal of innovation in polytechnic education.","topic":"Digital Education and Society","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Humber Polytechnic","funders":"","keywords":"Conversation; Computer science; Psychology; Communication","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002517069,0.0008410817,0.0006888651,0.0009267181,0.01255608,0.009368503,0.001223977,0.007251997,0.1419031],"category_scores_gemma":[0.01309326,0.0002929376,0.0003765153,0.0009117668,0.003271065,0.008926027,0.005708881,0.01337575,0.06741177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002686027,"about_ca_system_score_gemma":0.00420488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009434512,"about_ca_topic_score_gemma":0.02190845,"domain_scores_codex":[0.9972574,0.001067349,0.0001002905,0.000449243,0.0005964321,0.0005293109],"domain_scores_gemma":[0.9960136,0.001105094,0.000209597,0.0001252784,0.001077233,0.001469134],"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":[0.00002301467,0.00001577778,0.000333248,0.00005368332,0.000002599264,0.0002030012,0.00762184,0.000007498903,0.00009880118,0.00550121,0.9758031,0.0103361],"study_design_scores_gemma":[0.000003114258,0.000005835359,0.0002610628,0.00008175855,0.000001971024,0.0001786205,0.01135404,0.00002090803,0.00005197261,0.0009706332,0.9870594,0.00001074643],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.003415818,0.01017258,0.001449689,0.6842809,0.07330604,0.00007034798,0.0004238207,0.0004406322,0.2264402],"genre_scores_gemma":[0.02706076,0.004083128,0.0007034612,0.3764642,0.008367723,0.0001367312,0.0002324483,0.0003982123,0.5825532],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1419031,"threshold_uncertainty_score":0.4747133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01045699677967839,"score_gpt":0.2721359476428544,"score_spread":0.2616789508631761,"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."}}