{"id":"W2086070874","doi":"10.1142/s1363919612400129","title":"DISCONTINUITY AND COLLABORATION: THEORY AND EVIDENCE FROM TECHNOLOGICAL PROJECTS","year":2012,"lang":"en","type":"article","venue":"International Journal of Innovation Management","topic":"Innovation and Knowledge Management","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal; Université du Québec en Outaouais","funders":"","keywords":"Discontinuity (linguistics); Multinational corporation; Business; Work (physics); Knowledge management; Regression discontinuity design; Industrial organization; Computer science; Engineering; Mathematics","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":[],"consensus_categories":[],"category_scores_codex":[0.002311422,0.0001294147,0.0001411591,0.0008820738,0.00007940018,0.0003904886,0.0002553188,0.00004586633,0.00008610953],"category_scores_gemma":[0.0005822387,0.0001066906,0.00001958034,0.0009518875,0.00009527525,0.002053845,0.0003648266,0.0001277714,0.00002325033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006285473,"about_ca_system_score_gemma":0.00001107568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000494094,"about_ca_topic_score_gemma":0.000003694261,"domain_scores_codex":[0.9986204,0.00002696562,0.0006101893,0.0001447573,0.0004588065,0.0001388955],"domain_scores_gemma":[0.9978754,0.00007349646,0.0007089206,0.000102556,0.00122965,0.000009972818],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001221828,0.00008461531,0.02883526,0.00003659759,0.0001376756,0.00001044663,0.0001258265,0.000001195279,0.0003060324,0.9214687,0.001583778,0.04728764],"study_design_scores_gemma":[0.004245923,0.00008516065,0.3983312,0.001345365,0.000375699,0.00004428535,0.01896319,0.0006727533,0.001028191,0.2055777,0.3683528,0.0009777097],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8924029,0.001212756,0.03072886,0.01471024,0.003183421,0.0006493674,0.000004048277,0.0001064249,0.05700192],"genre_scores_gemma":[0.9939485,0.00008269821,0.002428531,0.002046602,0.001122482,0.00001122592,0.00001041509,0.000009173176,0.0003403391],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.715891,"threshold_uncertainty_score":0.4350718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03132292781944852,"score_gpt":0.2929596022269929,"score_spread":0.2616366744075444,"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."}}