{"id":"W7131421544","doi":"10.5281/zenodo.18776062","title":"Multiform Narratives in the Heterotopic Space of Technoscience","year":2009,"lang":"","type":"dissertation","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Information Systems Theories and Implementation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Construct (python library); Technoscience; Genomics; Narrative; Space (punctuation); Work (physics); Social constructionism; Posthumanism","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.01014014,0.0006448664,0.0003460825,0.002151386,0.01504931,0.01364749,0.001892631,0.00207399,0.003803215],"category_scores_gemma":[0.009386908,0.0004421542,0.0003527708,0.0022042,0.04933363,0.009387676,0.01222591,0.002382421,0.0002456185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01571017,"about_ca_system_score_gemma":0.00937409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05741505,"about_ca_topic_score_gemma":0.05865403,"domain_scores_codex":[0.9855222,0.01106285,0.0002256498,0.0006952066,0.001479498,0.001014635],"domain_scores_gemma":[0.9897591,0.007074271,0.0008696146,0.0009899086,0.00045317,0.0008540164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002339357,0.0000167808,0.002097406,0.00003969578,0.000007357814,0.000344238,0.8220931,0.0005304934,0.0003773702,0.1680643,0.0007603915,0.005645401],"study_design_scores_gemma":[0.0000130679,0.00003141557,0.001963446,0.0001480347,0.00001271891,0.000246925,0.8642749,0.001606616,0.0004880403,0.05104148,0.08013962,0.00003379117],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8146561,0.001163291,0.03772131,0.01485024,0.0001188148,0.0001078268,0.0001070813,0.0001071801,0.1311682],"genre_scores_gemma":[0.9946843,0.0001743564,0.001653174,0.0001541577,0.000008684477,0.00003235009,0.00001583481,0.00001904193,0.003258262],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9849507,"threshold_uncertainty_score":0.1141617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0360004711798519,"score_gpt":0.3262543286755245,"score_spread":0.2902538574956726,"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."}}