{"id":"W2924002027","doi":"","title":"Nature of Innovation in Food Processing in Manitoba, Canada","year":2019,"lang":"en","type":"article","venue":"Journal of rural and community development","topic":"Global Trade and Competitiveness","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brandon University","funders":"","keywords":"Commercialization; Business; Marketing; Supply chain; Food sector; Food processing; Product (mathematics); Resource (disambiguation); Process (computing); Product innovation; Industrial organization; Political science; Agriculture","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0004597425,0.00006632502,0.0001575647,0.0002111621,0.00005172171,0.00003095347,0.0001558676,0.00003626605,0.000007386402],"category_scores_gemma":[0.00002687163,0.00005532478,0.000008418395,0.0005238393,0.000009231363,0.0003503378,0.00007888142,0.0004787807,4.617763e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007954816,"about_ca_system_score_gemma":0.0002012486,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04062032,"about_ca_topic_score_gemma":0.342384,"domain_scores_codex":[0.9992928,0.00002182019,0.0004039812,0.00002439369,0.0001678226,0.0000892039],"domain_scores_gemma":[0.999424,0.00001715993,0.0002988065,0.00004508098,0.0002106262,0.000004297129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007827402,0.0001559618,0.963774,0.0004445734,0.00001253328,0.000006998154,0.0004534798,0.00004232385,0.0004624471,0.002615317,0.00003934399,0.03191474],"study_design_scores_gemma":[0.0005201228,0.00001756912,0.981711,0.0006112139,0.000002094871,0.000006243746,0.01018502,0.00001764846,0.0002366062,0.0007992923,0.005816316,0.00007684918],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981794,0.000185605,0.000003284533,0.0002842462,0.000103653,0.00005501643,2.370297e-7,0.00000148641,0.001187113],"genre_scores_gemma":[0.9994925,0.000006651301,0.00007909548,0.0003815455,0.00002486893,7.074821e-7,0.000003374904,0.000002790078,0.000008503973],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3017637,"threshold_uncertainty_score":0.9657683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01686468737562506,"score_gpt":0.2035491615923079,"score_spread":0.1866844742166828,"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."}}