{"id":"W4312106145","doi":"10.1007/s41959-022-00087-7","title":"Experiencing the entrepreneurial side of science: undergraduate students pitching science-based businesses","year":2022,"lang":"en","type":"article","venue":"Entrepreneurship Education","topic":"Higher Education Practises and Engagement","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Mindset; Science education; Argumentation theory; Identity (music); Psychology; Pedagogy; Sociology; Public relations; Political science; 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":[0.002712821,0.0004656057,0.0003734792,0.0008473753,0.009843227,0.01472567,0.00120076,0.00346464,0.007118075],"category_scores_gemma":[0.009077073,0.0005427589,0.000387463,0.0005733693,0.006251495,0.004775079,0.01181282,0.007754503,0.001273351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001763671,"about_ca_system_score_gemma":0.003149937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002776058,"about_ca_topic_score_gemma":0.01028419,"domain_scores_codex":[0.9968078,0.001208745,0.00006083469,0.0002189563,0.0005251843,0.001178478],"domain_scores_gemma":[0.9904744,0.0009866771,0.0008300355,0.0002074364,0.0003826784,0.007118752],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001995539,0.001870658,0.05869361,0.0000918869,0.00003013742,0.004107319,0.8698883,0.0001352825,0.002793454,0.009444411,0.01166299,0.04108234],"study_design_scores_gemma":[0.00002066198,0.0002372042,0.01371966,0.00004989864,0.000008799431,0.001070272,0.9560749,0.0001424059,0.0003560843,0.002129624,0.0261582,0.00003224434],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.977502,0.0001935694,0.0004359504,0.00431867,0.0002573005,0.00003205323,0.00001361347,0.00002754306,0.01721929],"genre_scores_gemma":[0.9922769,0.0002236149,0.0002536012,0.0008878299,0.00006756899,0.00001580601,0.00001860087,0.00001472044,0.006241337],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01472567,"threshold_uncertainty_score":0.02381235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0349073729824022,"score_gpt":0.3747467519927984,"score_spread":0.3398393790103962,"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."}}