{"id":"W6996496378","doi":"","title":"Sources of ideas and knowledge for innovatory small companies: disaggregation of Australian and Eurostat CIS2 innovation survey data","year":2002,"lang":"en","type":"other","venue":"Swinburne Research Bank (Swinburne University of Technology)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Public sector; Manufacturing sector; Private sector; Survey research; Tertiary sector of the economy; Innovation process; Service innovation; Survey data collection","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":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.004804723,0.0005846262,0.001500686,0.01030356,0.0002494013,0.00003211363,0.002438446,0.001320585,0.0003562937],"category_scores_gemma":[0.002838615,0.0006911939,0.00008473401,0.007638319,0.006193811,0.0003376365,0.00268707,0.001204554,0.0000194214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001932857,"about_ca_system_score_gemma":0.0004642487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003353541,"about_ca_topic_score_gemma":0.003529314,"domain_scores_codex":[0.9955042,0.0005105829,0.0009326637,0.001368098,0.000820283,0.0008641501],"domain_scores_gemma":[0.9926307,0.0006808192,0.001609342,0.002225366,0.002715756,0.0001379922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001440841,0.001570083,0.09985969,0.005738373,0.001811295,0.00004587067,0.001468244,0.000007991973,0.01323594,0.009396809,0.8357353,0.02968956],"study_design_scores_gemma":[0.01255674,0.002765494,0.03483554,0.006249798,0.0006324908,0.00005073491,0.01015486,0.001136134,0.00897293,0.004036373,0.9164757,0.002133279],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.92056,0.01330057,0.0008398147,0.001204549,0.0002495924,0.006768722,0.02366436,0.0009610408,0.03245137],"genre_scores_gemma":[0.7712779,0.004082679,0.00961514,0.000005923157,0.0001309458,0.000008415296,0.003485872,0.0009829339,0.2104102],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1779588,"threshold_uncertainty_score":0.9999759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1796589641047621,"score_gpt":0.3526203136087719,"score_spread":0.1729613495040098,"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."}}