{"id":"W2597535835","doi":"","title":"What Happens to Innovations and Their Organizations? Piloting an Approach to Research","year":2016,"lang":"en","type":"article","venue":"˜The œinnovation journal","topic":"Innovation and Knowledge Management","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Population; Cabinet (room); Organizational ecology; Order (exchange); Business; Public relations; Economics; Sociology; Political science; Management; Demography; Finance; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.004389942,0.0001824865,0.0001474039,0.002162599,0.001551245,0.002403356,0.0004685906,0.00005165128,0.0001567505],"category_scores_gemma":[0.0006384747,0.0001083598,0.00001637759,0.01213657,0.00007493419,0.002326758,0.000374969,0.0002912575,0.0004305802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001064573,"about_ca_system_score_gemma":0.00007290724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001079337,"about_ca_topic_score_gemma":0.00003209409,"domain_scores_codex":[0.9981032,0.00005479549,0.0006368358,0.0003296325,0.0004562173,0.000419337],"domain_scores_gemma":[0.9937557,0.00007449936,0.0002423101,0.0003539717,0.005540992,0.00003252464],"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":[0.00001984517,0.0001129328,0.001595579,0.00001923204,0.00002292219,6.814382e-7,0.0007375757,0.00002209763,0.006437739,0.9354622,0.01527379,0.04029537],"study_design_scores_gemma":[0.00137146,0.00009581367,0.01266727,0.0002968725,0.00001985835,0.00003746734,0.02262119,0.00270484,0.0003885482,0.06193127,0.8971683,0.0006970708],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3281508,0.00003850319,0.366935,0.138343,0.002929355,0.002156502,0.000006407828,0.0003306466,0.1611098],"genre_scores_gemma":[0.9798488,0.000004976921,0.001053608,0.01398966,0.002144506,0.00004026841,0.00002497621,0.00004465403,0.002848551],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8818945,"threshold_uncertainty_score":0.9997486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08756560175136827,"score_gpt":0.3130158076258712,"score_spread":0.225450205874503,"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."}}