{"id":"W7132055125","doi":"","title":"The business of international scientific collaborations: perceptions and key success factors","year":2006,"lang":"en","type":"article","venue":"NPARC","topic":"Biotechnology and Related Fields","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Key (lock); Success factors; Perception; Critical success factor","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01418746,0.0002209672,0.0004179322,0.002211923,0.004405399,0.007442294,0.0009145178,0.002293926,0.02035642],"category_scores_gemma":[0.1161475,0.0001662057,0.0002549301,0.002102405,0.001867629,0.004004105,0.0024142,0.002448408,0.003248766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001754281,"about_ca_system_score_gemma":0.005442374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001985528,"about_ca_topic_score_gemma":0.002823505,"domain_scores_codex":[0.9791148,0.006771401,0.001171492,0.0006628288,0.01053702,0.001742444],"domain_scores_gemma":[0.7497721,0.07952453,0.03470885,0.004311355,0.08069322,0.05098996],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004258448,0.001349067,0.4305546,0.001586534,0.000268314,0.002815531,0.07606543,0.0003013452,0.00563749,0.01204581,0.2217552,0.2471948],"study_design_scores_gemma":[0.0001093871,0.0006756262,0.5017361,0.001138769,0.0001271879,0.002845241,0.2665095,0.001292395,0.002588981,0.004351814,0.2184265,0.0001985012],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7078666,0.00491178,0.001326232,0.1102442,0.002476719,0.0003214495,0.0003170432,0.0001768179,0.1723592],"genre_scores_gemma":[0.9791499,0.001465949,0.0007070283,0.002787092,0.0008710644,0.00007313873,0.0001038997,0.00006735048,0.01477471],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9858125,"threshold_uncertainty_score":0.0750314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009152366117644415,"score_gpt":0.2463890324760569,"score_spread":0.2372366663584125,"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."}}