{"id":"W4399474453","doi":"10.24815/jpsi.v12i2.37609","title":"The Influence of The Problem-Based Learning with Radical Constructivism Module on Students' Problem-Solving Skills","year":2024,"lang":"en","type":"article","venue":"Jurnal Pendidikan Sains Indonesia","topic":"Mathematics Education and Pedagogy","field":"Mathematics","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lambton College","funders":"","keywords":"Constructivism (international relations); Problem-based learning; Mathematics education; Test (biology); Class (philosophy); Computer science; Psychology; Artificial intelligence","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":[0.000940531,0.0003456561,0.0003875125,0.0002683009,0.0001609696,0.0005926399,0.0002681298,0.0002378509,0.00370154],"category_scores_gemma":[0.008263962,0.0001446305,0.0002898711,0.0001694426,0.0001894954,0.0002830974,0.0004074148,0.0005826139,0.0003935983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001810552,"about_ca_system_score_gemma":0.0004504976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004768899,"about_ca_topic_score_gemma":0.0005719371,"domain_scores_codex":[0.9991403,0.0003350208,0.00005323987,0.0001041844,0.0002149991,0.0001522279],"domain_scores_gemma":[0.9930937,0.003853294,0.0007382731,0.0001694378,0.0003937024,0.001751502],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.02768068,0.0825542,0.3522925,0.0008112686,0.0005460502,0.0006373571,0.004898577,0.003490511,0.07139953,0.0006438208,0.002532468,0.4525131],"study_design_scores_gemma":[0.0006734998,0.05753516,0.9169378,0.0001070136,0.000323258,0.000178208,0.001021542,0.003202607,0.0162472,0.0003163967,0.003414939,0.00004234734],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990646,0.00006220969,0.00006981727,0.00002645352,0.000007532726,0.00001856814,0.00000877624,0.000007657524,0.0007343023],"genre_scores_gemma":[0.9977836,0.0000830338,0.0002711266,0.00002112721,0.00001198331,0.00004412504,0.00003742573,0.000004067555,0.001743506],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00370154,"threshold_uncertainty_score":0.01238286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01641620261180317,"score_gpt":0.3174208628321953,"score_spread":0.3010046602203922,"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."}}