{"id":"W2999027079","doi":"10.24908/ijesjp.v7i1.13432","title":"Exploring the contested borderland between data and meaning:","year":2020,"lang":"en","type":"article","venue":"International Journal of Engineering Social Justice and Peace","topic":"Design Education and Practice","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Phenomenology (philosophy); Meaning (existential); Lived experience; Sociology; Epistemology; Hermeneutic phenomenology; Everyday life; Psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.0002241793,0.00007692467,0.0001052629,0.00003828154,0.00004698646,0.0001110988,0.000276738,0.00002077329,0.000006215199],"category_scores_gemma":[0.0004190304,0.00006545406,0.00001648648,0.00006559442,0.00001505218,0.0005053665,0.00005043101,0.0002503804,0.000001611686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001353579,"about_ca_system_score_gemma":0.00001734055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002819379,"about_ca_topic_score_gemma":6.768365e-7,"domain_scores_codex":[0.9994798,0.00001704633,0.000188386,0.00006487711,0.0001729294,0.00007694147],"domain_scores_gemma":[0.9993422,0.000378659,0.00006087257,0.00004701643,0.00009700767,0.00007423964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005946658,0.0001640566,0.01067952,0.002302859,0.007698665,0.0004738552,0.1963031,0.06305262,0.03563423,0.0275943,0.1811766,0.4743255],"study_design_scores_gemma":[0.00149485,0.0001074976,0.02903488,0.000165828,0.001024948,0.0002363302,0.007322769,0.08086824,0.0004522173,0.00006009391,0.8787433,0.0004890336],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8452653,0.005422344,0.1002005,0.0394971,0.00602289,0.0001924525,0.0001051878,0.0002121002,0.00308215],"genre_scores_gemma":[0.995867,0.001215158,0.0005514332,0.0002092976,0.002127887,8.271122e-7,0.000005778889,0.00001417499,0.000008518428],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6975667,"threshold_uncertainty_score":0.2669139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1544558072095476,"score_gpt":0.3194284385327438,"score_spread":0.1649726313231962,"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."}}