{"id":"W4289516516","doi":"10.3998/ticker.2930","title":"Models of Innovation","year":2022,"lang":"en","type":"article","venue":"Ticker The Academic Business Librarianship Review","topic":"Regional Development and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Business","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":[],"consensus_categories":[],"category_scores_codex":[0.002459905,0.00009536473,0.000223077,0.0001046958,0.0005257606,0.0000165127,0.0009149158,0.00005953625,0.0008121229],"category_scores_gemma":[0.0004615802,0.00007060321,0.00004084214,0.004465261,0.0002101912,0.0005807895,0.0002094621,0.0003938925,0.00002780786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004219245,"about_ca_system_score_gemma":0.0007524636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001564291,"about_ca_topic_score_gemma":0.000001116305,"domain_scores_codex":[0.9980223,0.0005192277,0.0005120765,0.0001389391,0.0005908397,0.0002166028],"domain_scores_gemma":[0.9990597,0.0002085542,0.000329176,0.0002123064,0.0001586625,0.00003153573],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006041828,0.00001007417,0.0004662328,0.0002863721,0.00001146365,4.703499e-7,0.002142685,0.0000279337,0.00001028305,0.9247283,0.05934197,0.01296814],"study_design_scores_gemma":[0.00007436527,0.000002824361,0.002301273,0.0003857051,0.00002918735,0.000003004756,0.0002229156,0.00001948767,0.000005033944,0.09815562,0.8986929,0.0001076512],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01231798,0.1945067,0.001096519,0.5856937,0.001174133,0.002429818,0.00003003269,0.0002145693,0.2025365],"genre_scores_gemma":[0.6266519,0.2848218,0.0005036848,0.06138368,0.001159701,0.0005532314,0.0001497329,0.00006774083,0.02470849],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.8393509,"threshold_uncertainty_score":0.8892177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1529388399930487,"score_gpt":0.3468012498936776,"score_spread":0.1938624099006288,"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."}}