{"id":"W2948149173","doi":"10.1080/0267257x.2019.1579476","title":"Personal accounts and an anatomy of conceptual contributions in the special issue","year":2019,"lang":"en","type":"article","venue":"Journal of Marketing Management","topic":"Management and Organizational Studies","field":"Business, Management and Accounting","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"","keywords":"Sociology; Business; Psychology; Marketing","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003438811,0.000123959,0.0002332474,0.0002959826,0.0001054544,0.0001253744,0.0003044508,0.00002788577,0.00100368],"category_scores_gemma":[0.000190305,0.00009080696,0.00005617063,0.0004085303,0.00009501015,0.0006625347,0.0001987531,0.0001292219,0.00002478036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000300862,"about_ca_system_score_gemma":0.000007406731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000201265,"about_ca_topic_score_gemma":0.00003144376,"domain_scores_codex":[0.9986655,0.00007489849,0.0004381048,0.0001347385,0.0005108453,0.0001759805],"domain_scores_gemma":[0.9990262,0.0001589831,0.0004812005,0.0000994611,0.0002250902,0.000009032009],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001068404,0.000615611,0.6975179,0.0009730798,0.0004850385,0.0001134277,0.001741001,0.0001431652,0.00005669229,0.1392139,0.1436588,0.01441298],"study_design_scores_gemma":[0.001789296,0.00003985658,0.6065028,0.0001602598,0.0001418209,0.000004106665,0.01842121,0.0004514909,0.00000264222,0.001159175,0.3711575,0.0001698633],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8896075,0.0003036987,0.00007328181,0.002617604,0.000616557,0.0004548981,0.000003573182,0.000009804256,0.1063131],"genre_scores_gemma":[0.9955379,0.0001182528,0.0001607151,0.0008727041,0.002896152,0.000002332253,0.000005297801,0.000009829711,0.0003968161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2274987,"threshold_uncertainty_score":0.9999095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007505164684737092,"score_gpt":0.2431673055678476,"score_spread":0.2356621408831105,"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."}}