{"id":"W1991773889","doi":"10.1080/14926150209556524","title":"Investigating chemistry students’ learning about the relationship between the temperature and the pressure of a gas using a microcomputer‐based laboratory (MBL): A word of caution","year":2002,"lang":"en","type":"article","venue":"Canadian Journal of Science Mathematics and Technology Education","topic":"Experimental Learning in Engineering","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Microcomputer; Word (group theory); Mathematics education; Computer science; Chemistry; Psychology; Linguistics; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006540827,0.0005059969,0.0005586239,0.0004335945,0.001168057,0.004280635,0.00206418,0.001839276,0.004748533],"category_scores_gemma":[0.03929936,0.0003141725,0.0005789677,0.0003172467,0.001539296,0.005010346,0.001473463,0.002858272,0.001441473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009431182,"about_ca_system_score_gemma":0.00330928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005599621,"about_ca_topic_score_gemma":0.01082427,"domain_scores_codex":[0.9977842,0.0006685176,0.0001698129,0.0002746843,0.0008026619,0.0003001818],"domain_scores_gemma":[0.9842547,0.008217894,0.001651605,0.001027603,0.002983632,0.001864527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009549992,0.005470275,0.3961651,0.001264131,0.0004457463,0.001474151,0.1903462,0.001741314,0.05969928,0.005231569,0.02525671,0.3119506],"study_design_scores_gemma":[0.0002110062,0.006385165,0.5769815,0.001295342,0.0005743241,0.002349578,0.2333821,0.006199406,0.08022356,0.01934881,0.07253485,0.0005143594],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9830384,0.0003580435,0.001892158,0.008230867,0.0001187597,0.00005733256,0.00007635027,0.00006659173,0.00616147],"genre_scores_gemma":[0.9897704,0.0005848553,0.003259023,0.002011185,0.00007850587,0.00008685872,0.0000674906,0.00004320647,0.004098528],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006540827,"threshold_uncertainty_score":0.03459156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0124734548737079,"score_gpt":0.2388038842938611,"score_spread":0.2263304294201532,"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."}}