{"id":"W4401345168","doi":"10.1177/10525629241269817","title":"Supporting Authors During the Writing Process: JME’s Online Manuscript Development Workshops","year":2024,"lang":"en","type":"article","venue":"Organizational Behavior Teaching Review","topic":"Innovative Teaching and Learning Methods","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Process (computing); Computer science; Programming language","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.06968218,0.001714951,0.004017409,0.006666325,0.003170636,0.007724675,0.002709077,0.003036185,0.2409406],"category_scores_gemma":[0.5534247,0.00150696,0.001931054,0.002801606,0.003270895,0.005181077,0.007136228,0.008549426,0.08512348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003122039,"about_ca_system_score_gemma":0.02649934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001715912,"about_ca_topic_score_gemma":0.006244658,"domain_scores_codex":[0.943831,0.02634741,0.008939979,0.004443642,0.01480543,0.001632536],"domain_scores_gemma":[0.2718228,0.1839142,0.02858276,0.04062578,0.4315033,0.04355122],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008446965,0.000263211,0.001032399,0.00232167,0.00008115302,0.0006759734,0.007002553,0.0002040103,0.004917827,0.002311075,0.8684011,0.1119444],"study_design_scores_gemma":[0.0008744595,0.0001927226,0.006040397,0.004633949,0.0001731844,0.001588465,0.01041329,0.002975103,0.004943916,0.01442573,0.9534316,0.0003071176],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"empirical","genre_scores_codex":[0.02692438,0.007308113,0.1676468,0.244372,0.4025992,0.03441071,0.02544632,0.01344227,0.07785009],"genre_scores_gemma":[0.1845243,0.006434489,0.2743617,0.05602614,0.1221283,0.04784087,0.008482731,0.02303507,0.2771665],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9303178,"threshold_uncertainty_score":0.8060265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04468736225658677,"score_gpt":0.4286467808672733,"score_spread":0.3839594186106865,"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."}}