{"id":"W3142546565","doi":"10.1002/joom.1137","title":"What warrants our claims? A methodological evaluation of argument structure","year":2021,"lang":"en","type":"article","venue":"Journal of Operations Management","topic":"Management and Organizational Studies","field":"Business, Management and Accounting","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Argument (complex analysis); Epistemology; Empirical research; Process (computing); Empirical evidence; Computer science; Sociology; Philosophy","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":["metaresearch"],"category_scores_codex":[0.2871951,0.001085687,0.001712547,0.01101865,0.009660778,0.01928317,0.005459934,0.006962677,0.004165095],"category_scores_gemma":[0.5470064,0.001389803,0.001328113,0.006298476,0.04686422,0.02531213,0.01020663,0.007945978,0.0003550893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0207446,"about_ca_system_score_gemma":0.01189104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001575839,"about_ca_topic_score_gemma":0.002650259,"domain_scores_codex":[0.6375889,0.3032922,0.01754891,0.007686705,0.03173491,0.00214838],"domain_scores_gemma":[0.2436923,0.6783839,0.02575981,0.02367775,0.02670672,0.001779519],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002252966,0.0001255827,0.002259523,0.0007667294,0.0001074376,0.0001470114,0.02709162,0.001414507,0.0007121177,0.9427009,0.001170987,0.02327835],"study_design_scores_gemma":[0.0002593985,0.0002950478,0.001764187,0.002935582,0.0002042937,0.0001342946,0.02340683,0.01684823,0.002708743,0.9286386,0.02272127,0.00008359184],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3115667,0.005715609,0.5064177,0.08554491,0.001513302,0.003103656,0.0002492437,0.0002149726,0.08567393],"genre_scores_gemma":[0.8611352,0.0007481675,0.1334973,0.001694669,0.0002473442,0.001513672,0.00006436479,0.00005900112,0.001040354],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7128049,"threshold_uncertainty_score":0.8790153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1119935320824015,"score_gpt":0.3477901838095941,"score_spread":0.2357966517271926,"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."}}