{"id":"W3135946263","doi":"10.1142/s1363919621500638","title":"UNDERSTANDING THE SPECIFIC CHARACTERISTICS AND DETERMINANTS OF OPEN INNOVATION IN SMALL AND MEDIUM-SIZED ENTERPRISES: A SYSTEMATIC LITERATURE REVIEW","year":2021,"lang":"en","type":"article","venue":"International Journal of Innovation Management","topic":"Open Source Software Innovations","field":"Computer Science","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Originality; Pace; Open innovation; Business; Marketing; Industrial organization; Knowledge management; Sociology; Computer science; Social science; Qualitative research","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008741697,0.0006873306,0.002742394,0.02523017,0.0007159372,0.002660388,0.0009691207,0.001545237,0.002513471],"category_scores_gemma":[0.04563439,0.0007016259,0.0034965,0.0239946,0.001103985,0.00367194,0.001618784,0.0007978099,0.0003253989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001790902,"about_ca_system_score_gemma":0.01255829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005014184,"about_ca_topic_score_gemma":0.01600578,"domain_scores_codex":[0.9934274,0.001588361,0.002807966,0.0006333129,0.001320287,0.0002226879],"domain_scores_gemma":[0.911273,0.07073902,0.0110943,0.001031733,0.005112411,0.0007494657],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001861714,0.0001043532,0.03177153,0.7421535,0.00442715,0.0008859067,0.0032517,0.0003366099,0.00061444,0.002218922,0.002430661,0.2116191],"study_design_scores_gemma":[0.00007601231,0.0003057308,0.08880121,0.8145947,0.02238945,0.002596747,0.00708683,0.0002658315,0.0006125007,0.00209863,0.06106348,0.0001087693],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01922369,0.9766484,0.0007942332,0.0006156769,0.00008095895,0.0003315773,0.001204856,0.000009327089,0.0010913],"genre_scores_gemma":[0.07333251,0.9226465,0.001761627,0.0004300628,0.00006923217,0.0005032636,0.001030326,0.000007867176,0.0002184588],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02523017,"threshold_uncertainty_score":0.04623103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07345462361949343,"score_gpt":0.3239786925830577,"score_spread":0.2505240689635643,"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."}}