{"id":"W2901273157","doi":"10.15173/m.v1i33.1793","title":"Biohacking: The Next Scientific Revolution?","year":2018,"lang":"en","type":"article","venue":"The Meducator","topic":"Biomedical and Engineering Education","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Peer review; Political science; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.008939239,0.00068441,0.0007825381,0.001288585,0.003520492,0.006639324,0.001731793,0.006689055,0.02946706],"category_scores_gemma":[0.01382904,0.0002373742,0.0004743824,0.0006822245,0.01686168,0.0108692,0.006487006,0.008642511,0.005120407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002452259,"about_ca_system_score_gemma":0.005563756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00124332,"about_ca_topic_score_gemma":0.002367839,"domain_scores_codex":[0.9971697,0.001363749,0.00007787456,0.0002570796,0.0007238843,0.0004077126],"domain_scores_gemma":[0.9919641,0.003653877,0.0004071802,0.0008470783,0.0007049796,0.002422819],"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":[0.0001556467,0.0001374224,0.0006337664,0.0006221341,0.00001538863,0.0001350244,0.002501252,0.0001425102,0.001152659,0.4789814,0.2322712,0.2832516],"study_design_scores_gemma":[0.00002679768,0.0001025483,0.0004321703,0.0008330154,0.000008437197,0.0003034603,0.00219034,0.0001440359,0.0007095326,0.1630312,0.8321913,0.00002730517],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.005869459,0.209317,0.006552993,0.6743982,0.02248389,0.00002327224,0.00008318687,0.0002712002,0.08100079],"genre_scores_gemma":[0.3342686,0.2393047,0.0159906,0.2511029,0.03698723,0.000222323,0.0001963193,0.0004824481,0.121445],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02946706,"threshold_uncertainty_score":0.09857708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02481391901627272,"score_gpt":0.2372731187942041,"score_spread":0.2124591997779314,"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."}}