{"id":"W4378469705","doi":"10.5430/jct.v12n3p207","title":"The Billion Oyster Project and Curriculum and Community Enterprise for Restoration Science Curriculum: STEM+C Summer Institute Experiential Learning","year":2023,"lang":"en","type":"article","venue":"Journal of Curriculum and Teaching","topic":"Conservation, Ecology, Wildlife Education","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Science Foundation","keywords":"Experiential learning; Pace; Curriculum; Project-based learning; Science education; Engineering; Psychology; Mathematics education; Pedagogy; Geography","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.004340809,0.0001379165,0.0001672781,0.0001758651,0.002910684,0.0003169374,0.0002095384,0.00005479323,0.000003370124],"category_scores_gemma":[0.0008161046,0.00009494933,0.00004095846,0.0003106961,0.0005165549,0.001531087,0.0002438743,0.0005896357,0.000002011735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001326925,"about_ca_system_score_gemma":0.00006289578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006959657,"about_ca_topic_score_gemma":0.0003260062,"domain_scores_codex":[0.9983621,0.0004474422,0.0004116072,0.0001997857,0.0003151508,0.0002639744],"domain_scores_gemma":[0.9990231,0.0002311475,0.0004314869,0.0001348067,0.00007178113,0.0001076772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001135668,0.0001128933,0.9762894,0.00002215742,0.00001038275,0.000001420661,0.008375181,0.00008715285,0.001107961,0.0002037023,0.001574397,0.01220402],"study_design_scores_gemma":[0.001525596,0.0008771563,0.8289437,0.0002860509,0.0001076541,0.00029686,0.05510866,0.03598634,0.0001094356,0.0004360813,0.0758624,0.0004600601],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970409,0.0001344698,0.0006806448,0.0008446908,0.0008277308,0.0003453723,0.000001008923,0.00002235262,0.0001027937],"genre_scores_gemma":[0.9989536,0.0001705963,0.0005645948,0.0000497106,0.0001431637,0.00001858268,0.000003426112,0.000009266744,0.00008709484],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1473457,"threshold_uncertainty_score":0.9983874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02886921818942891,"score_gpt":0.3149248288477778,"score_spread":0.2860556106583489,"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."}}