{"id":"W2078542917","doi":"10.1145/1104985.1104989","title":"Is it live or is it Memorex?","year":2005,"lang":"en","type":"article","venue":"eLearn","topic":"Personal Information Management and User Behavior","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002027314,0.0004547559,0.001357727,0.0008012104,0.001246865,0.003461753,0.001227974,0.002191062,0.4230553],"category_scores_gemma":[0.008582969,0.0001399591,0.0005445015,0.001055413,0.00136931,0.002357032,0.001217115,0.001472921,0.1051192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006474288,"about_ca_system_score_gemma":0.0008090467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00230006,"about_ca_topic_score_gemma":0.00300576,"domain_scores_codex":[0.9990826,0.0002929043,0.00005331489,0.00008149546,0.0003030992,0.0001865174],"domain_scores_gemma":[0.9961299,0.001578871,0.0004301719,0.0002573079,0.000695466,0.0009081583],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002564115,0.0004791568,0.004442248,0.004493324,0.0001250886,0.0006249017,0.0006621768,0.0001296737,0.001915724,0.01725655,0.4152872,0.5520198],"study_design_scores_gemma":[0.0001667735,0.001322056,0.01407734,0.005967978,0.0002333366,0.0008138574,0.005402219,0.0001526616,0.001712932,0.01755259,0.9525473,0.0000508092],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03532952,0.0797094,0.002956539,0.1835875,0.0251986,0.0004896113,0.006867211,0.0005503436,0.6653113],"genre_scores_gemma":[0.2865196,0.1168313,0.001757237,0.0283705,0.008012412,0.000512523,0.003907741,0.0002594812,0.5538293],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4230553,"threshold_uncertainty_score":0.8229415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4002893171548517,"score_gpt":0.4811671445245435,"score_spread":0.08087782736969173,"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."}}