{"id":"W6964296147","doi":"10.25416/ntr.21229304","title":"TALON Online Education Card Game","year":2022,"lang":"en","type":"other","venue":"Edge Hill University","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Conversation; Report card; Online teaching; Higher education; Online learning; The Internet","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":[0.0006166106,0.0007434563,0.0004620827,0.000904626,0.001080546,0.002251792,0.001138417,0.0009110871,0.5844381],"category_scores_gemma":[0.003285359,0.0002733659,0.0003116133,0.0005955385,0.0003488345,0.003754185,0.003245584,0.001264932,0.2686363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000711574,"about_ca_system_score_gemma":0.000923181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003606511,"about_ca_topic_score_gemma":0.01345949,"domain_scores_codex":[0.9995924,0.00008453756,0.00001758717,0.00005165214,0.0001419294,0.0001118623],"domain_scores_gemma":[0.9984587,0.0002713647,0.00005118737,0.0001736575,0.00038691,0.0006581021],"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":[0.0002317027,0.0001168515,0.0002417957,0.00009327852,0.000002740262,0.00006857276,0.0001505239,0.0000837226,0.000321268,0.003689117,0.9533725,0.04162791],"study_design_scores_gemma":[0.00006949899,0.00006216739,0.001173184,0.00005389547,0.000003781304,0.00006121244,0.0001852055,0.0006689749,0.0003727952,0.002242876,0.9950802,0.00002632002],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007843458,0.0002725802,0.008803953,0.002611028,0.001435036,0.0009482704,0.01389659,0.03449769,0.9296914],"genre_scores_gemma":[0.03627633,0.0003023137,0.009609179,0.002724326,0.0003345714,0.001056858,0.014325,0.006274187,0.9290972],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5844381,"threshold_uncertainty_score":0.5927485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01009258496295011,"score_gpt":0.2109742616129079,"score_spread":0.2008816766499578,"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."}}