{"id":"W7037597812","doi":"","title":"Exploring Corporate Websites to Assess Enterprise Innovation – Measuring and Validating the Signal from Textual Content","year":2023,"lang":"fr","type":"other","venue":"PolyPublie (École Polytechnique de Montréal)","topic":"Emotion and Mood Recognition","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"The Internet; Content analysis; Web site; Information source (mathematics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":["insufficient_payload"],"category_scores_codex":[0.001785719,0.0007757244,0.0007351338,0.001230764,0.0004782056,0.0005194414,0.0005338873,0.0006405353,0.001812946],"category_scores_gemma":[0.0006963071,0.0007157754,0.0001871328,0.001359421,0.0001764799,0.0004080104,0.0004078762,0.00112586,0.0008745007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005634886,"about_ca_system_score_gemma":0.0001557218,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02045806,"about_ca_topic_score_gemma":0.01452705,"domain_scores_codex":[0.9954429,0.000842749,0.001150573,0.001069109,0.0005529384,0.0009416884],"domain_scores_gemma":[0.9965487,0.0007788928,0.001152841,0.000802987,0.0003814431,0.0003351838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005608334,0.0008172554,0.0850869,0.0002413422,0.001381653,0.0003136999,0.00634711,0.0006233792,0.1198463,0.05268507,0.01294878,0.7191477],"study_design_scores_gemma":[0.00907493,0.002081044,0.6732541,0.0127338,0.001790921,0.0005504328,0.02746185,0.02996744,0.07972248,0.01189913,0.1440755,0.007388271],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5365376,0.001452679,0.423333,0.008148843,0.002448262,0.003633259,0.0008473176,0.002155149,0.02144383],"genre_scores_gemma":[0.8658279,0.00122533,0.01997257,0.006300744,0.002606018,0.004468955,0.0005876356,0.001600895,0.09741001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7117594,"threshold_uncertainty_score":0.9999034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2095271564305517,"score_gpt":0.2958109743921498,"score_spread":0.08628381796159812,"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."}}