{"id":"W2591492700","doi":"10.1080/13639080.2017.1294247","title":"Early stages in building hybrid activity between school and work: the case of PénArt","year":2017,"lang":"en","type":"article","venue":"Journal of Education and Work","topic":"Innovative Education and Learning Practices","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"CONTEST; Activity theory; Context (archaeology); Expansive; Pedagogy; Entrepreneurship; Formative assessment; Sociology; Psychology; Intervention (counseling); Mathematics education; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.005638205,0.0008983074,0.0006586092,0.001615998,0.02004264,0.01133104,0.003569118,0.003936712,0.0080344],"category_scores_gemma":[0.008800654,0.0007002642,0.0006758374,0.001040339,0.01447929,0.00656955,0.01092096,0.005217215,0.00142444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006648764,"about_ca_system_score_gemma":0.005075766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01885704,"about_ca_topic_score_gemma":0.04997268,"domain_scores_codex":[0.9888303,0.007921644,0.0001548933,0.0008227965,0.0006322769,0.001638161],"domain_scores_gemma":[0.9955112,0.001816607,0.0002459762,0.0005752015,0.0003603204,0.0014907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002912648,0.001757339,0.00710441,0.0002246155,0.00002930582,0.02045022,0.836574,0.0004654472,0.002541206,0.06822211,0.006938496,0.0554016],"study_design_scores_gemma":[0.0000328612,0.0003853622,0.003990636,0.0002978703,0.00002826843,0.004327692,0.8228196,0.001116504,0.00340784,0.007470802,0.1560427,0.00007984469],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.809902,0.0007246801,0.01622203,0.00679286,0.0003713638,0.0004209197,0.00009031799,0.0002940897,0.1651818],"genre_scores_gemma":[0.9591302,0.0002390584,0.005525079,0.0008816152,0.00003119106,0.0001366668,0.00004056721,0.0001077883,0.03390793],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02004264,"threshold_uncertainty_score":0.04824036,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07653862887494668,"score_gpt":0.4414117237229058,"score_spread":0.3648730948479591,"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."}}