{"id":"W4242535093","doi":"10.1504/ijeim.2018.10010671","title":"Opportunity recognition by international high-technology start-up and growth photonics firms","year":2018,"lang":"en","type":"article","venue":"International Journal of Entrepreneurship and Innovation Management","topic":"Innovation and Knowledge Management","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Start up; Business; Entrepreneurship; Photonics; Marketing; Business administration; Finance; Optics; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007106444,0.0001934688,0.0001819956,0.002349731,0.0001210291,0.0004135104,0.0004210427,0.00007742192,0.0004978676],"category_scores_gemma":[0.0002479962,0.000187939,0.00003562545,0.001045422,0.0001552691,0.00105645,0.0003905911,0.0001839456,0.00005262892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007315836,"about_ca_system_score_gemma":0.00001654223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001569992,"about_ca_topic_score_gemma":0.000006040303,"domain_scores_codex":[0.9981979,0.00001504793,0.0007692091,0.0002844449,0.0005499719,0.0001834711],"domain_scores_gemma":[0.9961246,0.00002165032,0.0008447527,0.0001306453,0.002856466,0.00002193913],"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":[0.0002894352,0.0002433455,0.02276368,0.00006792146,0.0004691911,0.00004331024,0.00008241995,8.700252e-7,0.0007660959,0.8299332,0.02997515,0.1153654],"study_design_scores_gemma":[0.007035446,0.0002444642,0.01579232,0.0003767933,0.0002509159,0.00008837201,0.002060009,0.001135185,0.004005417,0.2972932,0.6708406,0.0008772092],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.870185,0.00008478938,0.003766863,0.02504786,0.008351164,0.0004026934,0.00002562837,0.0001182616,0.09201774],"genre_scores_gemma":[0.9906828,0.0002556922,0.0008415694,0.00585122,0.001006448,0.00001028911,0.0001581193,0.00001949984,0.001174354],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6408655,"threshold_uncertainty_score":0.7663929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0290679542070416,"score_gpt":0.2585351183170645,"score_spread":0.2294671641100229,"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."}}