{"id":"W2115309475","doi":"10.24908/pceea.v0i0.4808","title":"Laboratory At Distance: Importance of Student’s Profile and Their Evaluated Experience","year":2013,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Experimental Learning in Engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec en Outaouais; Université du Québec à Rimouski; École de Technologie Supérieure","funders":"École de technologie supérieure","keywords":"Work (physics); The Internet; Information and Communications Technology; Software; Computer science; Multimedia; Engineering management; Engineering; World Wide Web","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.001357569,0.000191924,0.000346408,0.0007773082,0.0006412749,0.001937481,0.0003921094,0.0004320852,0.003119642],"category_scores_gemma":[0.008560504,0.0001116089,0.0002886719,0.0003339063,0.0003610572,0.0007965284,0.001124168,0.0005801237,0.0007483599],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004722997,"about_ca_system_score_gemma":0.0005328315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006855776,"about_ca_topic_score_gemma":0.0009054659,"domain_scores_codex":[0.9981074,0.0005191047,0.0001395498,0.000191301,0.0006494062,0.0003931694],"domain_scores_gemma":[0.9935275,0.00127787,0.0009322006,0.000164576,0.001490448,0.002607399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005498237,0.001943461,0.8051319,0.0002454262,0.00005550799,0.002780588,0.05067896,0.0004658343,0.008061752,0.0004516946,0.002423893,0.1272112],"study_design_scores_gemma":[0.00002301575,0.003486781,0.8245285,0.0001947175,0.00008157387,0.006956268,0.1357361,0.002367151,0.006806019,0.0005366331,0.01908261,0.0002008035],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967374,0.0001098516,0.000463973,0.0001685632,0.00001927125,0.00001430156,0.00003509852,0.0000163224,0.00243517],"genre_scores_gemma":[0.9983229,0.00007381492,0.0002050798,0.00003582884,0.000005334824,0.000009101642,0.00003822248,0.000005981955,0.001303799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9995277,"threshold_uncertainty_score":0.01043624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004207222256853591,"score_gpt":0.2082030349021552,"score_spread":0.2039958126453016,"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."}}