{"id":"W6968973138","doi":"10.5281/zenodo.5157309","title":"UTILIZATION OF TIERED- BASED MODULAR INSTRUCTION AND THE AQUACULTURE SKILLS OF GRADE 10 TECHNICAL VOCATIONAL EDUCATION STUDENTS","year":2021,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Coastal Management and Development","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Aquaculture; Vocational education; Modular design; Quarter (Canadian coin); Perception; Soft skills","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004001889,0.0002138302,0.0001640468,0.0004634574,0.0002830197,0.0008169961,0.0002662554,0.0003348514,0.003016832],"category_scores_gemma":[0.001517188,0.0001381222,0.0002510527,0.0002866004,0.000239495,0.0003395751,0.0006610243,0.0004901486,0.0004482639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003226342,"about_ca_system_score_gemma":0.0006627391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002987451,"about_ca_topic_score_gemma":0.007096311,"domain_scores_codex":[0.9996064,0.00003806385,0.00003789203,0.00004421543,0.000148601,0.0001248375],"domain_scores_gemma":[0.9987,0.0001379796,0.0004891217,0.00003121125,0.0002583049,0.0003833069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005635945,0.0009699432,0.9699624,0.0001035604,0.00001988187,0.0002732367,0.003714444,0.00009640103,0.004587824,0.00008880677,0.0001851962,0.01994191],"study_design_scores_gemma":[0.000002942858,0.0007635186,0.9895462,0.00005317353,0.00001572045,0.0001443022,0.007202579,0.000115965,0.001045677,0.0000461226,0.001052078,0.00001154901],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994629,0.0000202519,0.00001946821,0.00001609098,0.000001679184,0.000003798725,0.00001173725,8.176599e-7,0.0004632632],"genre_scores_gemma":[0.9987627,0.0000736298,0.00007533794,0.0000159662,0.000001617033,0.00000600164,0.00003738201,6.190897e-7,0.001026624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003016832,"threshold_uncertainty_score":0.01009232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01766240013707685,"score_gpt":0.249145134110972,"score_spread":0.2314827339738952,"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."}}