{"id":"W4396983482","doi":"10.69520/jipe.v4i2.133","title":"Regenerative Revolution","year":2022,"lang":"en","type":"article","venue":"Journal of innovation in polytechnic education.","topic":"Tissue Engineering and Regenerative Medicine","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":[0.002623453,0.0008387332,0.0003908762,0.001934355,0.009648586,0.01099284,0.001660732,0.004619014,0.04760199],"category_scores_gemma":[0.004114495,0.0002970245,0.0006655209,0.001653049,0.01029277,0.003714652,0.005125635,0.005306086,0.01327052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04614415,"about_ca_system_score_gemma":0.06285693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4833933,"about_ca_topic_score_gemma":0.5859216,"domain_scores_codex":[0.996475,0.0003481633,0.00008329631,0.0005213525,0.001684712,0.0008874769],"domain_scores_gemma":[0.9972858,0.0002056925,0.00008259742,0.0003439409,0.001400422,0.0006814372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003791554,0.00001975188,0.0002912103,0.0001254334,0.000006707146,0.000154106,0.001253804,0.0001477862,0.0005426857,0.6961462,0.2559931,0.04528122],"study_design_scores_gemma":[0.000002323311,0.000003440369,0.0001194776,0.00005401995,0.000001692683,0.00004099878,0.0001664135,0.0000252208,0.0001188356,0.006043565,0.9934201,0.000004050075],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002874677,0.01337704,0.003008355,0.04854462,0.003521369,0.00009888194,0.0007594314,0.0003024221,0.9275132],"genre_scores_gemma":[0.09619501,0.0221857,0.005112627,0.03772363,0.001484671,0.0001662454,0.001012431,0.0002799927,0.8358397],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4833933,"threshold_uncertainty_score":0.9611593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01660547143147533,"score_gpt":0.3071448929210106,"score_spread":0.2905394214895353,"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."}}