{"id":"W3096060639","doi":"","title":"Directory of Québec software companies [Direction des industries des technologies de l’information etdes communications ; Quebec Software Promotion Center]","year":2002,"lang":"en","type":"article","venue":"","topic":"Open Source Software Innovations","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Directory; Software; Center (category theory); Promotion (chess); Business; Telecommunications; Information center; Computer science; World Wide Web; Library science; Political science; Operating system; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003182234,0.0002250311,0.0002507701,0.0005024459,0.000784196,0.0002981815,0.001530798,0.0001880021,0.00005654521],"category_scores_gemma":[0.001514367,0.0002188474,0.00007257678,0.001727791,0.001200213,0.003807211,0.0006168602,0.0003082062,0.00004948704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004250135,"about_ca_system_score_gemma":0.0002083767,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01627177,"about_ca_topic_score_gemma":0.03360917,"domain_scores_codex":[0.9984041,0.0001279238,0.0005942796,0.000227356,0.0002977817,0.0003485604],"domain_scores_gemma":[0.997272,0.0003455414,0.0003478405,0.001209374,0.0007741392,0.00005114277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000003536663,0.0004110161,0.1602429,0.0001195692,0.00005703613,6.847197e-7,0.009068664,0.0001620627,0.0001889534,0.01154674,0.003003185,0.8151957],"study_design_scores_gemma":[0.003776629,0.001366446,0.5904378,0.002706611,0.0002120425,0.0005653143,0.03036176,0.04654496,0.09015653,0.04244705,0.1871043,0.004320543],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.12128,0.000683633,0.8698549,0.001956971,0.0001187474,0.0004916519,0.00003151426,0.004257672,0.001324852],"genre_scores_gemma":[0.6843342,0.0001526326,0.3148608,0.00004295333,0.00000872198,0.00009122694,0.00003044154,0.00001256477,0.0004665023],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8108751,"threshold_uncertainty_score":0.990279,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05039437623621026,"score_gpt":0.2641194577365535,"score_spread":0.2137250815003433,"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."}}