{"id":"W3013983017","doi":"10.1007/978-3-030-34390-3","title":"Knowledge, Innovation, and Impact","year":2020,"lang":"en","type":"book","venue":"International perspectives on social policy, administration, and practice","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Rehabilitation Institute; Fraser Institute","funders":"","keywords":"Business; Knowledge management; Computer science","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":[0.002874326,0.0007627023,0.0007265031,0.002911787,0.001504198,0.01357428,0.0009607995,0.003408356,0.01696052],"category_scores_gemma":[0.007010553,0.0003280916,0.0003383465,0.004132553,0.01514308,0.01583108,0.002739015,0.002776705,0.002430668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005158243,"about_ca_system_score_gemma":0.005026773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006051516,"about_ca_topic_score_gemma":0.008211778,"domain_scores_codex":[0.997678,0.0006431072,0.00008882234,0.0002709986,0.00111424,0.0002048434],"domain_scores_gemma":[0.9955531,0.003317029,0.0001943169,0.000281975,0.0004093281,0.0002443327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000147667,0.00003012719,0.0002886764,0.00009403375,0.000009741667,0.00003225156,0.0004446858,0.0006453062,0.00005673354,0.9375028,0.01855998,0.04232091],"study_design_scores_gemma":[0.000005998209,0.00001268707,0.0004751345,0.0002454939,0.000008743871,0.00003606254,0.0005063118,0.0003469958,0.0000864871,0.8760989,0.1221686,0.000008811526],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004077461,0.09883166,0.004054571,0.02639554,0.001203034,0.00002230481,0.0001601546,0.00005829751,0.8651971],"genre_scores_gemma":[0.5450404,0.1630174,0.005873205,0.006157174,0.00559481,0.0002018669,0.0004626692,0.0001458577,0.2735066],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01696052,"threshold_uncertainty_score":0.05673862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05571145918381752,"score_gpt":0.3588821721568642,"score_spread":0.3031707129730467,"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."}}