{"id":"W597860527","doi":"","title":"TOP INTERVIEW バーチャルコミュニティはマーケティングの宝庫--株式会社ガーラ取締役会長 村本理恵子氏に聞く","year":2002,"lang":"ja","type":"article","venue":"Theory and applications of categories","topic":"Military Technology and Strategies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000549267,0.0002897896,0.0004131142,0.0001642857,0.0002168258,0.00003298923,0.0004077077,0.0002641148,0.001212843],"category_scores_gemma":[0.00003714488,0.0002879328,0.00009213977,0.0004095909,0.0009312594,0.0002290934,0.00009877609,0.0003271459,0.0001281305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001652423,"about_ca_system_score_gemma":0.00001032739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001385947,"about_ca_topic_score_gemma":0.00000865549,"domain_scores_codex":[0.9986996,0.0001254752,0.0004736849,0.0003044225,0.0001016871,0.0002951116],"domain_scores_gemma":[0.9987817,0.000297839,0.00009129794,0.0006757071,0.00007410703,0.00007937648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001048992,0.00007484804,0.00004777218,0.0005989814,0.000114598,0.000001044052,0.002191402,0.00006236441,0.0003573602,0.9228985,0.0004932834,0.07314938],"study_design_scores_gemma":[0.0003197307,0.0001312757,0.0002647863,0.0001080851,0.0001858994,0.0000295245,0.006919433,0.0005234856,0.003336828,0.9194294,0.06829645,0.0004551589],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.0928592,0.4113339,0.0824009,0.002159904,0.000452314,0.001833285,0.0003147452,0.001238849,0.4074069],"genre_scores_gemma":[0.982111,0.01481854,0.0002280177,0.0000466588,0.0001023195,0.0001924728,0.00001680744,0.00002683339,0.002457365],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8892518,"threshold_uncertainty_score":0.9999573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01192741980752972,"score_gpt":0.2239532289482447,"score_spread":0.212025809140715,"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."}}