{"id":"W1562013053","doi":"","title":"PROJECT APPROACH IN SCIENCE:AN EXPLORATORY CASE STUDY","year":2014,"lang":"en","type":"article","venue":"Early childhood education","topic":"Problem and Project Based Learning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mathematics education; Exploratory research; Case study research; Psychology; Science learning; Focus group; Research design; Science education; Pedagogy; Computer science; Knowledge management; Sociology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00478133,0.0001055655,0.0001143404,0.0004797431,0.0009604386,0.0002852437,0.0003207435,0.00005743474,0.00001699682],"category_scores_gemma":[0.0003434755,0.0001063582,0.00002138481,0.001476795,0.000190767,0.001288113,0.00003351229,0.0002437138,0.00002534885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001653992,"about_ca_system_score_gemma":0.004191635,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02038334,"about_ca_topic_score_gemma":0.00343723,"domain_scores_codex":[0.9977301,0.0008591663,0.0001938822,0.0004183022,0.0004301401,0.0003683985],"domain_scores_gemma":[0.9993262,0.00004868065,0.00008908436,0.0002884904,0.0001134553,0.0001341194],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000001578682,0.001353162,0.07097055,0.000002244133,0.000002101609,0.000003135762,0.8666465,0.00001317887,0.00001531702,0.001601031,0.00004509327,0.05934608],"study_design_scores_gemma":[0.0004322876,0.0003741224,0.3784024,0.00002012158,0.00001129799,0.0000229187,0.6183946,0.00003265124,0.00001732248,0.0006700627,0.001341414,0.0002808812],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9728327,0.0000332799,0.00006412624,0.00009113394,0.0003748656,0.0009309064,3.01511e-7,0.00009432441,0.02557835],"genre_scores_gemma":[0.9983023,0.000001835081,0.0008016111,0.00009369349,0.0005005497,0.0001713969,0.000003646802,0.00001294526,0.0001119925],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3074318,"threshold_uncertainty_score":0.98614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02793544718709532,"score_gpt":0.3308145152946729,"score_spread":0.3028790681075775,"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."}}