{"id":"W1620393025","doi":"10.22215/timreview/674","title":"Partner Selection for Open Innovation","year":2013,"lang":"en","type":"article","venue":"Technology Innovation Management Review","topic":"Open Source Software Innovations","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Open innovation; Causation; Business; Selection (genetic algorithm); Industrial organization; Knowledge management; Empirical evidence; Marketing; Computer science; Political 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":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.001192794,0.0002083528,0.0003096291,0.001673195,0.0002766597,0.0003433483,0.0021148,0.0001287072,0.0001886772],"category_scores_gemma":[0.0002876345,0.0002034495,0.00002899324,0.0239135,0.00005659961,0.001760997,0.0009257072,0.0001852362,0.0004731121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001096358,"about_ca_system_score_gemma":0.00004611888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000960873,"about_ca_topic_score_gemma":0.000001602102,"domain_scores_codex":[0.9978222,0.00003279101,0.001013925,0.0005756232,0.0002232829,0.0003322103],"domain_scores_gemma":[0.9965914,0.00003338983,0.0005816239,0.0008871586,0.00189303,0.00001338615],"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":[3.841811e-7,0.00003280682,0.0003771052,0.0002574415,0.00002881493,1.650105e-7,0.000003475765,0.000001508765,0.0001035813,0.6760624,0.07493029,0.2482021],"study_design_scores_gemma":[0.0004943702,0.00008914198,0.0008350564,0.000612997,0.00002898006,0.000009808386,0.00001589265,0.0009747907,0.0006680322,0.304073,0.6918432,0.0003547167],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.00097697,0.0005340931,0.9281064,0.05436613,0.0001977552,0.006504644,0.0000014475,0.001054779,0.00825779],"genre_scores_gemma":[0.04026786,0.001027962,0.8982556,0.03330128,0.00007891472,0.01571869,0.0002458397,0.00005942259,0.0110444],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.616913,"threshold_uncertainty_score":0.9968337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04334385750800263,"score_gpt":0.3422141855138204,"score_spread":0.2988703280058178,"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."}}