{"id":"W3137219633","doi":"10.24908/ijesjp.v8i1.14279","title":"Science, technology and Solidarity","year":2021,"lang":"en","type":"article","venue":"International Journal of Engineering Social Justice and Peace","topic":"Biomedical and Engineering Education","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Solidarity; Open science; Xenophobia; Political science; Context (archaeology); Commons; Public relations; Sociology; Sociology of scientific knowledge; Engineering ethics; Politics; Environmental ethics; Social science; Engineering; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01352733,0.000819465,0.0008441584,0.003744764,0.01460211,0.02152643,0.00130913,0.008309937,0.006677459],"category_scores_gemma":[0.01332737,0.0003984578,0.0007164925,0.002746983,0.1358826,0.02298839,0.01521894,0.01354443,0.001058083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009745676,"about_ca_system_score_gemma":0.009706413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004267335,"about_ca_topic_score_gemma":0.002835911,"domain_scores_codex":[0.980172,0.01139929,0.0006616778,0.00206377,0.004000607,0.001702681],"domain_scores_gemma":[0.9831624,0.01193324,0.001124502,0.001704241,0.00122311,0.000852445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000005875091,0.000007571356,0.00006023315,0.00007076471,0.000003723972,0.00005820252,0.005557104,0.00006612276,0.0000657835,0.9870586,0.002343765,0.004702268],"study_design_scores_gemma":[0.000006052365,0.00002760102,0.0002736358,0.0004429443,0.000004384237,0.000133339,0.009291576,0.00009251406,0.0001691411,0.751876,0.2376608,0.00002205451],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02090068,0.08363758,0.02738291,0.3370187,0.00642288,0.0001490604,0.00009632343,0.0001406915,0.5242512],"genre_scores_gemma":[0.8632784,0.04442293,0.0111869,0.04072314,0.004742444,0.0003367169,0.00008462685,0.0001847074,0.0350402],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02152643,"threshold_uncertainty_score":0.07154018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006396317950326772,"score_gpt":0.2518158626756736,"score_spread":0.2454195447253468,"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."}}